OpenCV全称Open Source Computer Vision Library,是一个基于BSD开源许可的跨平台计算机视觉库,由一系列C与少量C++编写而成,提供了多种语言的接口,实现了图像处理和计算机视觉的很多通用算法。官网是opencv.org,本身提供免费下载,根据开发平台与版本需求选择即可。

说到人脸检测,首先要了解Haar特征分类器。Haar特征分类器说白了就是一个个的xml文件,不同的xml里面描述人体各个部位的特征值,比如人脸、眼睛等等。OpenCV3.2.0中提供了如下特征文件:

haarcascade_eye.xml
haarcascade_eye_tree_eyeglasses.xml
haarcascade_frontalcatface.xml
haarcascade_frontalcatface_extended.xml
haarcascade_frontalface_alt.xml
haarcascade_frontalface_alt_tree.xml
haarcascade_frontalface_alt2.xml
haarcascade_frontalface_default.xml
haarcascade_fullbody.xml
haarcascade_lefteye_2splits.xml
haarcascade_licence_plate_rus_16stages.xml
haarcascade_lowerbody.xml
haarcascade_profileface.xml
haarcascade_righteye_2splits.xml
haarcascade_russian_plate_number.xml
haarcascade_smile.xml
haarcascade_upperbody.xml

通过加载不同的特征文件,就能达到相应的检测效果。

OpenCV3.2.0中detectMultiScale函数参数说明:
detectMultiScale(Mat image, MatOfRect objects, double scaleFactor, int minNeighbors, int flags, Size minSize, Size maxSize)
image:待检测图片,一般为灰度图(提高效率)
objects:被检测物体的矩形框向量组
scaleFactor:前后两次相继的扫描中,搜索窗口的比例系数。默认为1.1即每次搜索窗口依次扩大10%
minNeighbors:构成检测目标的相邻矩形的最小个数(默认为3个)
flags:要么使用默认值,要么使用CV_HAAR_DO_CANNY_PRUNING,如果设置为CV_HAAR_DO_CANNY_PRUNING,那么函数将会使用Canny边缘检测来排除边缘过多或过少的区域,因此这些区域通常不会是人脸所在区域
minSize:得到的目标区域的最小范围
maxSize:得到的目标区域的最大范围

1.首先去https://opencv.org/opencv-3-4-1.html下载opencv,之后随你的喜好选择安装位置(我安装位置是D:\openCv)

2.打开idea,建立一个普通项目,选择java,直接next,next,取一个你喜欢的名字,选择你想要的位置,finish,项目建立完毕

4.点击,选择Libraries,按加号,点击java,选择你opencv安装路径\build\java\opencv-341.jar

5.配置vm otions -Djava.library.path=opencv安装位置\build\java\x64

6,创建工具类

package com.netmarch.sentservice.util;import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.objdetect.CascadeClassifier;import org.opencv.core.Core;
import org.opencv.core.Mat;
import org.opencv.core.MatOfRect;
import org.opencv.core.Rect;import javax.imageio.ImageIO;
import javax.imageio.ImageReadParam;
import javax.imageio.ImageReader;
import javax.imageio.stream.ImageInputStream;
import java.awt.*;
import java.awt.image.BufferedImage;
import java.io.File;
import java.io.FileInputStream;
import java.util.Iterator;/*** @ClassName OpencvUtil* @Description TODO* @Author ZGD* @Date 2019/1/2816:23* @Version 1.0**/
public class OpencvUtil {private static Mat dobj(Mat src){Mat dst=src.clone();CascadeClassifier objDetector=new CascadeClassifier("F://haarcascade_frontalface_alt.xml");MatOfRect objDetections=new MatOfRect();objDetector.detectMultiScale(dst, objDetections);if(objDetections.toArray().length<=0){return src;}for(Rect rect:objDetections.toArray()){try {//截取人脸图片cutImage("F://123.jpg",(rect.x),(rect.y),(rect.width),(rect.height));} catch (Exception e) {e.printStackTrace();}//画出人脸图形
//            Imgproc.rectangle(dst, new Point(rect.x,rect.y), new Point(rect.x+rect.width,rect.y+rect.height), new Scalar(0,0,255),3);}return dst;}/** * 对图片裁剪,并把裁剪完蛋新图片保存 。**/public static void cutImage(String filePath, int x, int y, int w, int h)throws Exception {// 首先通过ImageIo中的方法,创建一个Image + InputStream到内存ImageInputStream iis = ImageIO.createImageInputStream(new FileInputStream(filePath));// 再按照指定格式构造一个Reader(Reader不能new的)Iterator it = ImageIO.getImageReadersByFormatName("jpg");ImageReader imagereader = (ImageReader) it.next();// 再通过ImageReader绑定 InputStreamimagereader.setInput(iis);// 设置感兴趣的源区域。ImageReadParam par = imagereader.getDefaultReadParam();par.setSourceRegion(new Rectangle(x, y, w, h));// 从 reader得到BufferImageBufferedImage bi = imagereader.read(0, par);// 将BuffeerImage写出通过ImageIOImageIO.write(bi, "jpg", new File(filePath));}public static void main(String[] args) {try{System.loadLibrary(Core.NATIVE_LIBRARY_NAME);Mat src= Imgcodecs.imread("F://123.jpg");if(src.empty()){throw new Exception("no file");}Mat dst=dobj(src);//画出人脸图片保存
//            Imgcodecs.imwrite("1234.jpg", dst);}catch(Exception e){System.out.println("例外:"+e);}}}

haarcascade_frontalface_alt.xml

<?xml version="1.0"?>
<!--Stump-based 20x20 gentle adaboost frontal face detector.Created by Rainer Lienhart.IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.By downloading, copying, installing or using the software you agree to this license.If you do not agree to this license, do not download, install,copy or use the software.Intel License AgreementFor Open Source Computer Vision LibraryCopyright (C) 2000, Intel Corporation, all rights reserved.Third party copyrights are property of their respective owners.Redistribution and use in source and binary forms, with or without modification,are permitted provided that the following conditions are met:* Redistribution's of source code must retain the above copyright notice,this list of conditions and the following disclaimer.* Redistribution's in binary form must reproduce the above copyright notice,this list of conditions and the following disclaimer in the documentationand/or other materials provided with the distribution.* The name of Intel Corporation may not be used to endorse or promote productsderived from this software without specific prior written permission.This software is provided by the copyright holders and contributors "as is" andany express or implied warranties, including, but not limited to, the impliedwarranties of merchantability and fitness for a particular purpose are disclaimed.In no event shall the Intel Corporation or contributors be liable for any direct,indirect, incidental, special, exemplary, or consequential damages(including, but not limited to, procurement of substitute goods or services;loss of use, data, or profits; or business interruption) however causedand on any theory of liability, whether in contract, strict liability,or tort (including negligence or otherwise) arising in any way out ofthe use of this software, even if advised of the possibility of such damage.
-->
<opencv_storage>
<haarcascade_frontalface_alt type_id="opencv-haar-classifier"><size>20 20</size><stages><_><!-- stage 0 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>3 7 14 4 -1.</_><_>3 9 14 2 2.</_></rects><tilted>0</tilted></feature><threshold>4.0141958743333817e-003</threshold><left_val>0.0337941907346249</left_val><right_val>0.8378106951713562</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>1 2 18 4 -1.</_><_>7 2 6 4 3.</_></rects><tilted>0</tilted></feature><threshold>0.0151513395830989</threshold><left_val>0.1514132022857666</left_val><right_val>0.7488812208175659</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>1 7 15 9 -1.</_><_>1 10 15 3 3.</_></rects><tilted>0</tilted></feature><threshold>4.2109931819140911e-003</threshold><left_val>0.0900492817163467</left_val><right_val>0.6374819874763489</right_val></_></_></trees><stage_threshold>0.8226894140243530</stage_threshold><parent>-1</parent><next>-1</next></_><_><!-- stage 1 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>5 6 2 6 -1.</_><_>5 9 2 3 2.</_></rects><tilted>0</tilted></feature><threshold>1.6227109590545297e-003</threshold><left_val>0.0693085864186287</left_val><right_val>0.7110946178436279</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>7 5 6 3 -1.</_><_>9 5 2 3 3.</_></rects><tilted>0</tilted></feature><threshold>2.2906649392098188e-003</threshold><left_val>0.1795803010463715</left_val><right_val>0.6668692231178284</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>4 0 12 9 -1.</_><_>4 3 12 3 3.</_></rects><tilted>0</tilted></feature><threshold>5.0025708042085171e-003</threshold><left_val>0.1693672984838486</left_val><right_val>0.6554006934165955</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>6 9 10 8 -1.</_><_>6 13 10 4 2.</_></rects><tilted>0</tilted></feature><threshold>7.9659894108772278e-003</threshold><left_val>0.5866332054138184</left_val><right_val>0.0914145186543465</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>3 6 14 8 -1.</_><_>3 10 14 4 2.</_></rects><tilted>0</tilted></feature><threshold>-3.5227010957896709e-003</threshold><left_val>0.1413166970014572</left_val><right_val>0.6031895875930786</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>14 1 6 10 -1.</_><_>14 1 3 10 2.</_></rects><tilted>0</tilted></feature><threshold>0.0366676896810532</threshold><left_val>0.3675672113895416</left_val><right_val>0.7920318245887756</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>7 8 5 12 -1.</_><_>7 12 5 4 3.</_></rects><tilted>0</tilted></feature><threshold>9.3361474573612213e-003</threshold><left_val>0.6161385774612427</left_val><right_val>0.2088509947061539</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>1 1 18 3 -1.</_><_>7 1 6 3 3.</_></rects><tilted>0</tilted></feature><threshold>8.6961314082145691e-003</threshold><left_val>0.2836230993270874</left_val><right_val>0.6360273957252502</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>1 8 17 2 -1.</_><_>1 9 17 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.1488880263641477e-003</threshold><left_val>0.2223580926656723</left_val><right_val>0.5800700783729553</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>16 6 4 2 -1.</_><_>16 7 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>-2.1484689787030220e-003</threshold><left_val>0.2406464070081711</left_val><right_val>0.5787054896354675</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>5 17 2 2 -1.</_><_>5 18 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>2.1219060290604830e-003</threshold><left_val>0.5559654831886292</left_val><right_val>0.1362237036228180</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>14 2 6 12 -1.</_><_>14 2 3 12 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0939491465687752</threshold><left_val>0.8502737283706665</left_val><right_val>0.4717740118503571</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>4 0 4 12 -1.</_><_>4 0 2 6 2.</_><_>6 6 2 6 2.</_></rects><tilted>0</tilted></feature><threshold>1.3777789426967502e-003</threshold><left_val>0.5993673801422119</left_val><right_val>0.2834529876708984</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>2 11 18 8 -1.</_><_>8 11 6 8 3.</_></rects><tilted>0</tilted></feature><threshold>0.0730631574988365</threshold><left_val>0.4341886043548584</left_val><right_val>0.7060034275054932</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>5 7 10 2 -1.</_><_>5 8 10 1 2.</_></rects><tilted>0</tilted></feature><threshold>3.6767389974556863e-004</threshold><left_val>0.3027887940406799</left_val><right_val>0.6051574945449829</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>15 11 5 3 -1.</_><_>15 12 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>-6.0479710809886456e-003</threshold><left_val>0.1798433959484100</left_val><right_val>0.5675256848335266</right_val></_></_></trees><stage_threshold>6.9566087722778320</stage_threshold><parent>0</parent><next>-1</next></_><_><!-- stage 2 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>5 3 10 9 -1.</_><_>5 6 10 3 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0165106896311045</threshold><left_val>0.6644225120544434</left_val><right_val>0.1424857974052429</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>9 4 2 14 -1.</_><_>9 11 2 7 2.</_></rects><tilted>0</tilted></feature><threshold>2.7052499353885651e-003</threshold><left_val>0.6325352191925049</left_val><right_val>0.1288477033376694</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>3 5 4 12 -1.</_><_>3 9 4 4 3.</_></rects><tilted>0</tilted></feature><threshold>2.8069869149476290e-003</threshold><left_val>0.1240288019180298</left_val><right_val>0.6193193197250366</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>4 5 12 5 -1.</_><_>8 5 4 5 3.</_></rects><tilted>0</tilted></feature><threshold>-1.5402400167658925e-003</threshold><left_val>0.1432143002748489</left_val><right_val>0.5670015811920166</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>5 6 10 8 -1.</_><_>5 10 10 4 2.</_></rects><tilted>0</tilted></feature><threshold>-5.6386279175058007e-004</threshold><left_val>0.1657433062791824</left_val><right_val>0.5905207991600037</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>8 0 6 9 -1.</_><_>8 3 6 3 3.</_></rects><tilted>0</tilted></feature><threshold>1.9253729842603207e-003</threshold><left_val>0.2695507109165192</left_val><right_val>0.5738824009895325</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>9 12 1 8 -1.</_><_>9 16 1 4 2.</_></rects><tilted>0</tilted></feature><threshold>-5.0214841030538082e-003</threshold><left_val>0.1893538981676102</left_val><right_val>0.5782774090766907</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>0 7 20 6 -1.</_><_>0 9 20 2 3.</_></rects><tilted>0</tilted></feature><threshold>2.6365420781075954e-003</threshold><left_val>0.2309329062700272</left_val><right_val>0.5695425868034363</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>7 0 6 17 -1.</_><_>9 0 2 17 3.</_></rects><tilted>0</tilted></feature><threshold>-1.5127769438549876e-003</threshold><left_val>0.2759602069854736</left_val><right_val>0.5956642031669617</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>9 0 6 4 -1.</_><_>11 0 2 4 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0101574398577213</threshold><left_val>0.1732538044452667</left_val><right_val>0.5522047281265259</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>5 1 6 4 -1.</_><_>7 1 2 4 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0119536602869630</threshold><left_val>0.1339409947395325</left_val><right_val>0.5559014081954956</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>12 1 6 16 -1.</_><_>14 1 2 16 3.</_></rects><tilted>0</tilted></feature><threshold>4.8859491944313049e-003</threshold><left_val>0.3628703951835632</left_val><right_val>0.6188849210739136</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>0 5 18 8 -1.</_><_>0 5 9 4 2.</_><_>9 9 9 4 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0801329165697098</threshold><left_val>0.0912110507488251</left_val><right_val>0.5475944876670837</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>8 15 10 4 -1.</_><_>13 15 5 2 2.</_><_>8 17 5 2 2.</_></rects><tilted>0</tilted></feature><threshold>1.0643280111253262e-003</threshold><left_val>0.3715142905712128</left_val><right_val>0.5711399912834168</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>3 1 4 8 -1.</_><_>3 1 2 4 2.</_><_>5 5 2 4 2.</_></rects><tilted>0</tilted></feature><threshold>-1.3419450260698795e-003</threshold><left_val>0.5953313708305359</left_val><right_val>0.3318097889423370</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>3 6 14 10 -1.</_><_>10 6 7 5 2.</_><_>3 11 7 5 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0546011403203011</threshold><left_val>0.1844065934419632</left_val><right_val>0.5602846145629883</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>2 1 6 16 -1.</_><_>4 1 2 16 3.</_></rects><tilted>0</tilted></feature><threshold>2.9071690514683723e-003</threshold><left_val>0.3594244122505188</left_val><right_val>0.6131715178489685</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>0 18 20 2 -1.</_><_>0 19 20 1 2.</_></rects><tilted>0</tilted></feature><threshold>7.4718717951327562e-004</threshold><left_val>0.5994353294372559</left_val><right_val>0.3459562957286835</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>8 13 4 3 -1.</_><_>8 14 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>4.3013808317482471e-003</threshold><left_val>0.4172652065753937</left_val><right_val>0.6990845203399658</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>9 14 2 3 -1.</_><_>9 15 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>4.5017572119832039e-003</threshold><left_val>0.4509715139865875</left_val><right_val>0.7801457047462463</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>0 12 9 6 -1.</_><_>0 14 9 2 3.</_></rects><tilted>0</tilted></feature><threshold>0.0241385009139776</threshold><left_val>0.5438212752342224</left_val><right_val>0.1319826990365982</right_val></_></_></trees><stage_threshold>9.4985427856445313</stage_threshold><parent>1</parent><next>-1</next></_><_><!-- stage 3 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>5 7 3 4 -1.</_><_>5 9 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>1.9212230108678341e-003</threshold><left_val>0.1415266990661621</left_val><right_val>0.6199870705604553</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>9 3 2 16 -1.</_><_>9 11 2 8 2.</_></rects><tilted>0</tilted></feature><threshold>-1.2748669541906565e-004</threshold><left_val>0.6191074252128601</left_val><right_val>0.1884928941726685</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>3 6 13 8 -1.</_><_>3 10 13 4 2.</_></rects><tilted>0</tilted></feature><threshold>5.1409931620582938e-004</threshold><left_val>0.1487396955490112</left_val><right_val>0.5857927799224854</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>12 3 8 2 -1.</_><_>12 3 4 2 2.</_></rects><tilted>0</tilted></feature><threshold>4.1878609918057919e-003</threshold><left_val>0.2746909856796265</left_val><right_val>0.6359239816665649</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>8 8 4 12 -1.</_><_>8 12 4 4 3.</_></rects><tilted>0</tilted></feature><threshold>5.1015717908740044e-003</threshold><left_val>0.5870851278305054</left_val><right_val>0.2175628989934921</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>11 3 8 6 -1.</_><_>15 3 4 3 2.</_><_>11 6 4 3 2.</_></rects><tilted>0</tilted></feature><threshold>-2.1448440384119749e-003</threshold><left_val>0.5880944728851318</left_val><right_val>0.2979590892791748</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>7 1 6 19 -1.</_><_>9 1 2 19 3.</_></rects><tilted>0</tilted></feature><threshold>-2.8977119363844395e-003</threshold><left_val>0.2373327016830444</left_val><right_val>0.5876647233963013</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>9 0 6 4 -1.</_><_>11 0 2 4 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0216106791049242</threshold><left_val>0.1220654994249344</left_val><right_val>0.5194202065467835</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>3 1 9 3 -1.</_><_>6 1 3 3 3.</_></rects><tilted>0</tilted></feature><threshold>-4.6299318782985210e-003</threshold><left_val>0.2631230950355530</left_val><right_val>0.5817409157752991</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>8 15 10 4 -1.</_><_>13 15 5 2 2.</_><_>8 17 5 2 2.</_></rects><tilted>0</tilted></feature><threshold>5.9393711853772402e-004</threshold><left_val>0.3638620078563690</left_val><right_val>0.5698544979095459</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>0 3 6 10 -1.</_><_>3 3 3 10 2.</_></rects><tilted>0</tilted></feature><threshold>0.0538786612451077</threshold><left_val>0.4303531050682068</left_val><right_val>0.7559366226196289</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>3 4 15 15 -1.</_><_>3 9 15 5 3.</_></rects><tilted>0</tilted></feature><threshold>1.8887349870055914e-003</threshold><left_val>0.2122603058815002</left_val><right_val>0.5613427162170410</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>6 5 8 6 -1.</_><_>6 7 8 2 3.</_></rects><tilted>0</tilted></feature><threshold>-2.3635339457541704e-003</threshold><left_val>0.5631849169731140</left_val><right_val>0.2642767131328583</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>4 4 12 10 -1.</_><_>10 4 6 5 2.</_><_>4 9 6 5 2.</_></rects><tilted>0</tilted></feature><threshold>0.0240177996456623</threshold><left_val>0.5797107815742493</left_val><right_val>0.2751705944538117</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>6 4 4 4 -1.</_><_>8 4 2 4 2.</_></rects><tilted>0</tilted></feature><threshold>2.0543030404951423e-004</threshold><left_val>0.2705242037773132</left_val><right_val>0.5752568840980530</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>15 11 1 2 -1.</_><_>15 12 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>8.4790197433903813e-004</threshold><left_val>0.5435624718666077</left_val><right_val>0.2334876954555512</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>3 11 2 2 -1.</_><_>3 12 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.4091329649090767e-003</threshold><left_val>0.5319424867630005</left_val><right_val>0.2063155025243759</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>16 11 1 3 -1.</_><_>16 12 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.4642629539594054e-003</threshold><left_val>0.5418980717658997</left_val><right_val>0.3068861067295075</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>3 15 6 4 -1.</_><_>3 15 3 2 2.</_><_>6 17 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>1.6352549428120255e-003</threshold><left_val>0.3695372939109802</left_val><right_val>0.6112868189811707</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>6 7 8 2 -1.</_><_>6 8 8 1 2.</_></rects><tilted>0</tilted></feature><threshold>8.3172752056270838e-004</threshold><left_val>0.3565036952495575</left_val><right_val>0.6025236248970032</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>3 11 1 3 -1.</_><_>3 12 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.0998890977352858e-003</threshold><left_val>0.1913982033729553</left_val><right_val>0.5362827181816101</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>6 0 12 2 -1.</_><_>6 1 12 1 2.</_></rects><tilted>0</tilted></feature><threshold>-7.4213981861248612e-004</threshold><left_val>0.3835555016994476</left_val><right_val>0.5529310107231140</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>9 14 2 3 -1.</_><_>9 15 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>3.2655049581080675e-003</threshold><left_val>0.4312896132469177</left_val><right_val>0.7101895809173584</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>7 15 6 2 -1.</_><_>7 16 6 1 2.</_></rects><tilted>0</tilted></feature><threshold>8.9134991867467761e-004</threshold><left_val>0.3984830975532532</left_val><right_val>0.6391963958740234</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>0 5 4 6 -1.</_><_>0 7 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0152841797098517</threshold><left_val>0.2366732954978943</left_val><right_val>0.5433713793754578</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>4 12 12 2 -1.</_><_>8 12 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>4.8381411470472813e-003</threshold><left_val>0.5817500948905945</left_val><right_val>0.3239189088344574</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>6 3 1 9 -1.</_><_>6 6 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>-9.1093179071322083e-004</threshold><left_val>0.5540593862533569</left_val><right_val>0.2911868989467621</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>10 17 3 2 -1.</_><_>11 17 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-6.1275060288608074e-003</threshold><left_val>0.1775255054235458</left_val><right_val>0.5196629166603088</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>9 9 2 2 -1.</_><_>9 10 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>-4.4576259097084403e-004</threshold><left_val>0.3024170100688934</left_val><right_val>0.5533593893051148</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>7 6 6 4 -1.</_><_>9 6 2 4 3.</_></rects><tilted>0</tilted></feature><threshold>0.0226465407758951</threshold><left_val>0.4414930939674377</left_val><right_val>0.6975377202033997</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>7 17 3 2 -1.</_><_>8 17 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-1.8804960418492556e-003</threshold><left_val>0.2791394889354706</left_val><right_val>0.5497952103614807</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>10 17 3 3 -1.</_><_>11 17 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>7.0889107882976532e-003</threshold><left_val>0.5263199210166931</left_val><right_val>0.2385547012090683</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>8 12 3 2 -1.</_><_>8 13 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.7318050377070904e-003</threshold><left_val>0.4319379031658173</left_val><right_val>0.6983600854873657</right_val></_></_><_><!-- tree 33 --><_><!-- root node --><feature><rects><_>9 3 6 2 -1.</_><_>11 3 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-6.8482700735330582e-003</threshold><left_val>0.3082042932510376</left_val><right_val>0.5390920042991638</right_val></_></_><_><!-- tree 34 --><_><!-- root node --><feature><rects><_>3 11 14 4 -1.</_><_>3 13 14 2 2.</_></rects><tilted>0</tilted></feature><threshold>-1.5062530110299122e-005</threshold><left_val>0.5521922111511231</left_val><right_val>0.3120366036891937</right_val></_></_><_><!-- tree 35 --><_><!-- root node --><feature><rects><_>1 10 18 4 -1.</_><_>10 10 9 2 2.</_><_>1 12 9 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0294755697250366</threshold><left_val>0.5401322841644287</left_val><right_val>0.1770603060722351</right_val></_></_><_><!-- tree 36 --><_><!-- root node --><feature><rects><_>0 10 3 3 -1.</_><_>0 11 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>8.1387329846620560e-003</threshold><left_val>0.5178617835044861</left_val><right_val>0.1211019009351730</right_val></_></_><_><!-- tree 37 --><_><!-- root node --><feature><rects><_>9 1 6 6 -1.</_><_>11 1 2 6 3.</_></rects><tilted>0</tilted></feature><threshold>0.0209429506212473</threshold><left_val>0.5290294289588928</left_val><right_val>0.3311221897602081</right_val></_></_><_><!-- tree 38 --><_><!-- root node --><feature><rects><_>8 7 3 6 -1.</_><_>9 7 1 6 3.</_></rects><tilted>0</tilted></feature><threshold>-9.5665529370307922e-003</threshold><left_val>0.7471994161605835</left_val><right_val>0.4451968967914581</right_val></_></_></trees><stage_threshold>18.4129695892333980</stage_threshold><parent>2</parent><next>-1</next></_><_><!-- stage 4 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>1 0 18 9 -1.</_><_>1 3 18 3 3.</_></rects><tilted>0</tilted></feature><threshold>-2.8206960996612906e-004</threshold><left_val>0.2064086049795151</left_val><right_val>0.6076732277870178</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>12 10 2 6 -1.</_><_>12 13 2 3 2.</_></rects><tilted>0</tilted></feature><threshold>1.6790600493550301e-003</threshold><left_val>0.5851997137069702</left_val><right_val>0.1255383938550949</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>0 5 19 8 -1.</_><_>0 9 19 4 2.</_></rects><tilted>0</tilted></feature><threshold>6.9827912375330925e-004</threshold><left_val>0.0940184295177460</left_val><right_val>0.5728961229324341</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>7 0 6 9 -1.</_><_>9 0 2 9 3.</_></rects><tilted>0</tilted></feature><threshold>7.8959012171253562e-004</threshold><left_val>0.1781987994909287</left_val><right_val>0.5694308876991272</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>5 3 6 1 -1.</_><_>7 3 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.8560499195009470e-003</threshold><left_val>0.1638399064540863</left_val><right_val>0.5788664817810059</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>11 3 6 1 -1.</_><_>13 3 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-3.8122469559311867e-003</threshold><left_val>0.2085440009832382</left_val><right_val>0.5508564710617065</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>5 10 4 6 -1.</_><_>5 13 4 3 2.</_></rects><tilted>0</tilted></feature><threshold>1.5896620461717248e-003</threshold><left_val>0.5702760815620422</left_val><right_val>0.1857215017080307</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>11 3 6 1 -1.</_><_>13 3 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>0.0100783398374915</threshold><left_val>0.5116943120956421</left_val><right_val>0.2189770042896271</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>4 4 12 6 -1.</_><_>4 6 12 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0635263025760651</threshold><left_val>0.7131379842758179</left_val><right_val>0.4043813049793243</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>15 12 2 6 -1.</_><_>15 14 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-9.1031491756439209e-003</threshold><left_val>0.2567181885242462</left_val><right_val>0.5463973283767700</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>9 3 2 2 -1.</_><_>10 3 1 2 2.</_></rects><tilted>0</tilted></feature><threshold>-2.4035000242292881e-003</threshold><left_val>0.1700665950775147</left_val><right_val>0.5590974092483521</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>9 3 3 1 -1.</_><_>10 3 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.5226360410451889e-003</threshold><left_val>0.5410556793212891</left_val><right_val>0.2619054019451141</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>1 1 4 14 -1.</_><_>3 1 2 14 2.</_></rects><tilted>0</tilted></feature><threshold>0.0179974399507046</threshold><left_val>0.3732436895370483</left_val><right_val>0.6535220742225647</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>9 0 4 4 -1.</_><_>11 0 2 2 2.</_><_>9 2 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>-6.4538191072642803e-003</threshold><left_val>0.2626481950283051</left_val><right_val>0.5537446141242981</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>7 5 1 14 -1.</_><_>7 12 1 7 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0118807600811124</threshold><left_val>0.2003753930330277</left_val><right_val>0.5544745922088623</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>19 0 1 4 -1.</_><_>19 2 1 2 2.</_></rects><tilted>0</tilted></feature><threshold>1.2713660253211856e-003</threshold><left_val>0.5591902732849121</left_val><right_val>0.3031975924968720</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>5 5 6 4 -1.</_><_>8 5 3 4 2.</_></rects><tilted>0</tilted></feature><threshold>1.1376109905540943e-003</threshold><left_val>0.2730407118797302</left_val><right_val>0.5646508932113648</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>9 18 3 2 -1.</_><_>10 18 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-4.2651998810470104e-003</threshold><left_val>0.1405909061431885</left_val><right_val>0.5461820960044861</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>8 18 3 2 -1.</_><_>9 18 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-2.9602861031889915e-003</threshold><left_val>0.1795035004615784</left_val><right_val>0.5459290146827698</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>4 5 12 6 -1.</_><_>4 7 12 2 3.</_></rects><tilted>0</tilted></feature><threshold>-8.8448226451873779e-003</threshold><left_val>0.5736783146858215</left_val><right_val>0.2809219956398010</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>3 12 2 6 -1.</_><_>3 14 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-6.6430689767003059e-003</threshold><left_val>0.2370675951242447</left_val><right_val>0.5503826141357422</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>10 8 2 12 -1.</_><_>10 12 2 4 3.</_></rects><tilted>0</tilted></feature><threshold>3.9997808635234833e-003</threshold><left_val>0.5608199834823608</left_val><right_val>0.3304282128810883</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>7 18 3 2 -1.</_><_>8 18 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-4.1221720166504383e-003</threshold><left_val>0.1640105992555618</left_val><right_val>0.5378993153572083</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>9 0 6 2 -1.</_><_>11 0 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>0.0156249096617103</threshold><left_val>0.5227649211883545</left_val><right_val>0.2288603931665421</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>5 11 9 3 -1.</_><_>5 12 9 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0103564197197557</threshold><left_val>0.7016193866729736</left_val><right_val>0.4252927899360657</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>9 0 6 2 -1.</_><_>11 0 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-8.7960809469223022e-003</threshold><left_val>0.2767347097396851</left_val><right_val>0.5355830192565918</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>1 1 18 5 -1.</_><_>7 1 6 5 3.</_></rects><tilted>0</tilted></feature><threshold>0.1622693985700607</threshold><left_val>0.4342240095138550</left_val><right_val>0.7442579269409180</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>8 0 4 4 -1.</_><_>10 0 2 2 2.</_><_>8 2 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>4.5542530715465546e-003</threshold><left_val>0.5726485848426819</left_val><right_val>0.2582125067710877</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>3 12 1 3 -1.</_><_>3 13 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.1309209987521172e-003</threshold><left_val>0.2106848061084747</left_val><right_val>0.5361018776893616</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>8 14 5 3 -1.</_><_>8 15 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0132084200158715</threshold><left_val>0.7593790888786316</left_val><right_val>0.4552468061447144</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>5 4 10 12 -1.</_><_>5 4 5 6 2.</_><_>10 10 5 6 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0659966766834259</threshold><left_val>0.1252475976943970</left_val><right_val>0.5344039797782898</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>9 6 9 12 -1.</_><_>9 10 9 4 3.</_></rects><tilted>0</tilted></feature><threshold>7.9142656177282333e-003</threshold><left_val>0.3315384089946747</left_val><right_val>0.5601043105125427</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>2 2 12 14 -1.</_><_>2 2 6 7 2.</_><_>8 9 6 7 2.</_></rects><tilted>0</tilted></feature><threshold>0.0208942797034979</threshold><left_val>0.5506049990653992</left_val><right_val>0.2768838107585907</right_val></_></_></trees><stage_threshold>15.3241395950317380</stage_threshold><parent>3</parent><next>-1</next></_><_><!-- stage 5 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>4 7 12 2 -1.</_><_>8 7 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>1.1961159761995077e-003</threshold><left_val>0.1762690991163254</left_val><right_val>0.6156241297721863</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>7 4 6 4 -1.</_><_>7 6 6 2 2.</_></rects><tilted>0</tilted></feature><threshold>-1.8679830245673656e-003</threshold><left_val>0.6118106842041016</left_val><right_val>0.1832399964332581</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>4 5 11 8 -1.</_><_>4 9 11 4 2.</_></rects><tilted>0</tilted></feature><threshold>-1.9579799845814705e-004</threshold><left_val>0.0990442633628845</left_val><right_val>0.5723816156387329</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>3 10 16 4 -1.</_><_>3 12 16 2 2.</_></rects><tilted>0</tilted></feature><threshold>-8.0255657667294145e-004</threshold><left_val>0.5579879879951477</left_val><right_val>0.2377282977104187</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>0 0 16 2 -1.</_><_>0 1 16 1 2.</_></rects><tilted>0</tilted></feature><threshold>-2.4510810617357492e-003</threshold><left_val>0.2231457978487015</left_val><right_val>0.5858935117721558</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>7 5 6 2 -1.</_><_>9 5 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>5.0361850298941135e-004</threshold><left_val>0.2653993964195252</left_val><right_val>0.5794103741645813</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>3 2 6 10 -1.</_><_>3 2 3 5 2.</_><_>6 7 3 5 2.</_></rects><tilted>0</tilted></feature><threshold>4.0293349884450436e-003</threshold><left_val>0.5803827047348023</left_val><right_val>0.2484865039587021</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>10 5 8 15 -1.</_><_>10 10 8 5 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0144517095759511</threshold><left_val>0.1830351948738098</left_val><right_val>0.5484204888343811</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>3 14 8 6 -1.</_><_>3 14 4 3 2.</_><_>7 17 4 3 2.</_></rects><tilted>0</tilted></feature><threshold>2.0380979403853416e-003</threshold><left_val>0.3363558948040009</left_val><right_val>0.6051092743873596</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>14 2 2 2 -1.</_><_>14 3 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>-1.6155190533027053e-003</threshold><left_val>0.2286642044782639</left_val><right_val>0.5441246032714844</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>1 10 7 6 -1.</_><_>1 13 7 3 2.</_></rects><tilted>0</tilted></feature><threshold>3.3458340913057327e-003</threshold><left_val>0.5625913143157959</left_val><right_val>0.2392338067293167</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>15 4 4 3 -1.</_><_>15 4 2 3 2.</_></rects><tilted>0</tilted></feature><threshold>1.6379579901695251e-003</threshold><left_val>0.3906993865966797</left_val><right_val>0.5964621901512146</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>2 9 14 6 -1.</_><_>2 9 7 3 2.</_><_>9 12 7 3 2.</_></rects><tilted>0</tilted></feature><threshold>0.0302512105554342</threshold><left_val>0.5248482227325440</left_val><right_val>0.1575746983289719</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>5 7 10 4 -1.</_><_>5 9 10 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0372519902884960</threshold><left_val>0.4194310903549194</left_val><right_val>0.6748418807983398</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>6 9 8 8 -1.</_><_>6 9 4 4 2.</_><_>10 13 4 4 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0251097902655602</threshold><left_val>0.1882549971342087</left_val><right_val>0.5473451018333435</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>14 1 3 2 -1.</_><_>14 2 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>-5.3099058568477631e-003</threshold><left_val>0.1339973062276840</left_val><right_val>0.5227110981941223</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>1 4 4 2 -1.</_><_>3 4 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>1.2086479691788554e-003</threshold><left_val>0.3762088119983673</left_val><right_val>0.6109635829925537</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>11 10 2 8 -1.</_><_>11 14 2 4 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0219076797366142</threshold><left_val>0.2663142979145050</left_val><right_val>0.5404006838798523</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>0 0 5 3 -1.</_><_>0 1 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>5.4116579703986645e-003</threshold><left_val>0.5363578796386719</left_val><right_val>0.2232273072004318</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>2 5 18 8 -1.</_><_>11 5 9 4 2.</_><_>2 9 9 4 2.</_></rects><tilted>0</tilted></feature><threshold>0.0699463263154030</threshold><left_val>0.5358232855796814</left_val><right_val>0.2453698068857193</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>6 6 1 6 -1.</_><_>6 9 1 3 2.</_></rects><tilted>0</tilted></feature><threshold>3.4520021290518343e-004</threshold><left_val>0.2409671992063522</left_val><right_val>0.5376930236816406</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>19 1 1 3 -1.</_><_>19 2 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.2627709656953812e-003</threshold><left_val>0.5425856709480286</left_val><right_val>0.3155693113803864</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>7 6 6 6 -1.</_><_>9 6 2 6 3.</_></rects><tilted>0</tilted></feature><threshold>0.0227195098996162</threshold><left_val>0.4158405959606171</left_val><right_val>0.6597865223884583</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>19 1 1 3 -1.</_><_>19 2 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.8111000536009669e-003</threshold><left_val>0.2811253070831299</left_val><right_val>0.5505244731903076</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>3 13 2 3 -1.</_><_>3 14 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>3.3469670452177525e-003</threshold><left_val>0.5260028243064880</left_val><right_val>0.1891465038061142</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>8 4 8 12 -1.</_><_>12 4 4 6 2.</_><_>8 10 4 6 2.</_></rects><tilted>0</tilted></feature><threshold>4.0791751234792173e-004</threshold><left_val>0.5673509240150452</left_val><right_val>0.3344210088253021</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>5 2 6 3 -1.</_><_>7 2 2 3 3.</_></rects><tilted>0</tilted></feature><threshold>0.0127347996458411</threshold><left_val>0.5343592166900635</left_val><right_val>0.2395612001419067</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>6 1 9 10 -1.</_><_>6 6 9 5 2.</_></rects><tilted>0</tilted></feature><threshold>-7.3119727894663811e-003</threshold><left_val>0.6010890007019043</left_val><right_val>0.4022207856178284</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>0 4 6 12 -1.</_><_>2 4 2 12 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0569487512111664</threshold><left_val>0.8199151158332825</left_val><right_val>0.4543190896511078</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>15 13 2 3 -1.</_><_>15 14 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-5.0116591155529022e-003</threshold><left_val>0.2200281023979187</left_val><right_val>0.5357710719108582</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>7 14 5 3 -1.</_><_>7 15 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>6.0334368608891964e-003</threshold><left_val>0.4413081109523773</left_val><right_val>0.7181751132011414</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>15 13 3 3 -1.</_><_>15 14 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>3.9437441155314445e-003</threshold><left_val>0.5478860735893250</left_val><right_val>0.2791733145713806</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>6 14 8 3 -1.</_><_>6 15 8 1 3.</_></rects><tilted>0</tilted></feature><threshold>-3.6591119132936001e-003</threshold><left_val>0.6357867717742920</left_val><right_val>0.3989723920822144</right_val></_></_><_><!-- tree 33 --><_><!-- root node --><feature><rects><_>15 13 3 3 -1.</_><_>15 14 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>-3.8456181064248085e-003</threshold><left_val>0.3493686020374298</left_val><right_val>0.5300664901733398</right_val></_></_><_><!-- tree 34 --><_><!-- root node --><feature><rects><_>2 13 3 3 -1.</_><_>2 14 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>-7.1926261298358440e-003</threshold><left_val>0.1119614988565445</left_val><right_val>0.5229672789573669</right_val></_></_><_><!-- tree 35 --><_><!-- root node --><feature><rects><_>4 7 12 12 -1.</_><_>10 7 6 6 2.</_><_>4 13 6 6 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0527989417314529</threshold><left_val>0.2387102991342545</left_val><right_val>0.5453451275825501</right_val></_></_><_><!-- tree 36 --><_><!-- root node --><feature><rects><_>9 7 2 6 -1.</_><_>10 7 1 6 2.</_></rects><tilted>0</tilted></feature><threshold>-7.9537667334079742e-003</threshold><left_val>0.7586917877197266</left_val><right_val>0.4439376890659332</right_val></_></_><_><!-- tree 37 --><_><!-- root node --><feature><rects><_>8 9 5 2 -1.</_><_>8 10 5 1 2.</_></rects><tilted>0</tilted></feature><threshold>-2.7344180271029472e-003</threshold><left_val>0.2565476894378662</left_val><right_val>0.5489321947097778</right_val></_></_><_><!-- tree 38 --><_><!-- root node --><feature><rects><_>8 6 3 4 -1.</_><_>9 6 1 4 3.</_></rects><tilted>0</tilted></feature><threshold>-1.8507939530536532e-003</threshold><left_val>0.6734347939491272</left_val><right_val>0.4252474904060364</right_val></_></_><_><!-- tree 39 --><_><!-- root node --><feature><rects><_>9 6 2 8 -1.</_><_>9 10 2 4 2.</_></rects><tilted>0</tilted></feature><threshold>0.0159189198166132</threshold><left_val>0.5488352775573731</left_val><right_val>0.2292661964893341</right_val></_></_><_><!-- tree 40 --><_><!-- root node --><feature><rects><_>7 7 3 6 -1.</_><_>8 7 1 6 3.</_></rects><tilted>0</tilted></feature><threshold>-1.2687679845839739e-003</threshold><left_val>0.6104331016540527</left_val><right_val>0.4022389948368073</right_val></_></_><_><!-- tree 41 --><_><!-- root node --><feature><rects><_>11 3 3 3 -1.</_><_>12 3 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>6.2883910723030567e-003</threshold><left_val>0.5310853123664856</left_val><right_val>0.1536193042993546</right_val></_></_><_><!-- tree 42 --><_><!-- root node --><feature><rects><_>5 4 6 1 -1.</_><_>7 4 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-6.2259892001748085e-003</threshold><left_val>0.1729111969470978</left_val><right_val>0.5241606235504150</right_val></_></_><_><!-- tree 43 --><_><!-- root node --><feature><rects><_>5 6 10 3 -1.</_><_>5 7 10 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0121325999498367</threshold><left_val>0.6597759723663330</left_val><right_val>0.4325182139873505</right_val></_></_></trees><stage_threshold>21.0106391906738280</stage_threshold><parent>4</parent><next>-1</next></_><_><!-- stage 6 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>7 3 6 9 -1.</_><_>7 6 6 3 3.</_></rects><tilted>0</tilted></feature><threshold>-3.9184908382594585e-003</threshold><left_val>0.6103435158729553</left_val><right_val>0.1469330936670303</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>6 7 9 1 -1.</_><_>9 7 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.5971299726516008e-003</threshold><left_val>0.2632363140583038</left_val><right_val>0.5896466970443726</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>2 8 16 8 -1.</_><_>2 12 16 4 2.</_></rects><tilted>0</tilted></feature><threshold>0.0177801102399826</threshold><left_val>0.5872874259948731</left_val><right_val>0.1760361939668655</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>14 6 2 6 -1.</_><_>14 9 2 3 2.</_></rects><tilted>0</tilted></feature><threshold>6.5334769897162914e-004</threshold><left_val>0.1567801982164383</left_val><right_val>0.5596066117286682</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>1 5 6 15 -1.</_><_>1 10 6 5 3.</_></rects><tilted>0</tilted></feature><threshold>-2.8353091329336166e-004</threshold><left_val>0.1913153976202011</left_val><right_val>0.5732036232948303</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>10 0 6 9 -1.</_><_>10 3 6 3 3.</_></rects><tilted>0</tilted></feature><threshold>1.6104689566418529e-003</threshold><left_val>0.2914913892745972</left_val><right_val>0.5623080730438232</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>6 6 7 14 -1.</_><_>6 13 7 7 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0977506190538406</threshold><left_val>0.1943476945161820</left_val><right_val>0.5648233294487000</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>13 7 3 6 -1.</_><_>13 9 3 2 3.</_></rects><tilted>0</tilted></feature><threshold>5.5182358482852578e-004</threshold><left_val>0.3134616911411285</left_val><right_val>0.5504639744758606</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>1 8 15 4 -1.</_><_>6 8 5 4 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0128582203760743</threshold><left_val>0.2536481916904450</left_val><right_val>0.5760142803192139</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>11 2 3 10 -1.</_><_>11 7 3 5 2.</_></rects><tilted>0</tilted></feature><threshold>4.1530239395797253e-003</threshold><left_val>0.5767722129821777</left_val><right_val>0.3659774065017700</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>3 7 4 6 -1.</_><_>3 9 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>1.7092459602281451e-003</threshold><left_val>0.2843191027641296</left_val><right_val>0.5918939113616943</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>13 3 6 10 -1.</_><_>15 3 2 10 3.</_></rects><tilted>0</tilted></feature><threshold>7.5217359699308872e-003</threshold><left_val>0.4052427113056183</left_val><right_val>0.6183109283447266</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>5 7 8 10 -1.</_><_>5 7 4 5 2.</_><_>9 12 4 5 2.</_></rects><tilted>0</tilted></feature><threshold>2.2479810286313295e-003</threshold><left_val>0.5783755183219910</left_val><right_val>0.3135401010513306</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>4 4 12 12 -1.</_><_>10 4 6 6 2.</_><_>4 10 6 6 2.</_></rects><tilted>0</tilted></feature><threshold>0.0520062111318111</threshold><left_val>0.5541312098503113</left_val><right_val>0.1916636973619461</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>1 4 6 9 -1.</_><_>3 4 2 9 3.</_></rects><tilted>0</tilted></feature><threshold>0.0120855299755931</threshold><left_val>0.4032655954360962</left_val><right_val>0.6644591093063355</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>11 3 2 5 -1.</_><_>11 3 1 5 2.</_></rects><tilted>0</tilted></feature><threshold>1.4687820112158079e-005</threshold><left_val>0.3535977900028229</left_val><right_val>0.5709382891654968</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>7 3 2 5 -1.</_><_>8 3 1 5 2.</_></rects><tilted>0</tilted></feature><threshold>7.1395188570022583e-006</threshold><left_val>0.3037444949150085</left_val><right_val>0.5610269904136658</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>10 14 2 3 -1.</_><_>10 15 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-4.6001640148460865e-003</threshold><left_val>0.7181087136268616</left_val><right_val>0.4580326080322266</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>5 12 6 2 -1.</_><_>8 12 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>2.0058949012309313e-003</threshold><left_val>0.5621951818466187</left_val><right_val>0.2953684031963348</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>9 14 2 3 -1.</_><_>9 15 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>4.5050270855426788e-003</threshold><left_val>0.4615387916564941</left_val><right_val>0.7619017958641052</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>4 11 12 6 -1.</_><_>4 14 12 3 2.</_></rects><tilted>0</tilted></feature><threshold>0.0117468303069472</threshold><left_val>0.5343837141990662</left_val><right_val>0.1772529035806656</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>11 11 5 9 -1.</_><_>11 14 5 3 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0583163388073444</threshold><left_val>0.1686245948076248</left_val><right_val>0.5340772271156311</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>6 15 3 2 -1.</_><_>6 16 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>2.3629379575140774e-004</threshold><left_val>0.3792056143283844</left_val><right_val>0.6026803851127625</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>11 0 3 5 -1.</_><_>12 0 1 5 3.</_></rects><tilted>0</tilted></feature><threshold>-7.8156180679798126e-003</threshold><left_val>0.1512867063283920</left_val><right_val>0.5324323773384094</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>5 5 6 7 -1.</_><_>8 5 3 7 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0108761601150036</threshold><left_val>0.2081822007894516</left_val><right_val>0.5319945216178894</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>13 0 1 9 -1.</_><_>13 3 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>-2.7745519764721394e-003</threshold><left_val>0.4098246991634369</left_val><right_val>0.5210328102111816</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>3 2 4 8 -1.</_><_>3 2 2 4 2.</_><_>5 6 2 4 2.</_></rects><tilted>0</tilted></feature><threshold>-7.8276381827890873e-004</threshold><left_val>0.5693274140357971</left_val><right_val>0.3478842079639435</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>13 12 4 6 -1.</_><_>13 14 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>0.0138704096898437</threshold><left_val>0.5326750874519348</left_val><right_val>0.2257698029279709</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>3 12 4 6 -1.</_><_>3 14 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0236749108880758</threshold><left_val>0.1551305055618286</left_val><right_val>0.5200707912445068</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>13 11 3 4 -1.</_><_>13 13 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>-1.4879409718560055e-005</threshold><left_val>0.5500566959381104</left_val><right_val>0.3820176124572754</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>4 4 4 3 -1.</_><_>4 5 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>3.6190641112625599e-003</threshold><left_val>0.4238683879375458</left_val><right_val>0.6639748215675354</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>7 5 11 8 -1.</_><_>7 9 11 4 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0198171101510525</threshold><left_val>0.2150038033723831</left_val><right_val>0.5382357835769653</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>7 8 3 4 -1.</_><_>8 8 1 4 3.</_></rects><tilted>0</tilted></feature><threshold>-3.8154039066284895e-003</threshold><left_val>0.6675711274147034</left_val><right_val>0.4215297102928162</right_val></_></_><_><!-- tree 33 --><_><!-- root node --><feature><rects><_>9 1 6 1 -1.</_><_>11 1 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-4.9775829538702965e-003</threshold><left_val>0.2267289012670517</left_val><right_val>0.5386328101158142</right_val></_></_><_><!-- tree 34 --><_><!-- root node --><feature><rects><_>5 5 3 3 -1.</_><_>5 6 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>2.2441020701080561e-003</threshold><left_val>0.4308691024780273</left_val><right_val>0.6855735778808594</right_val></_></_><_><!-- tree 35 --><_><!-- root node --><feature><rects><_>0 9 20 6 -1.</_><_>10 9 10 3 2.</_><_>0 12 10 3 2.</_></rects><tilted>0</tilted></feature><threshold>0.0122824599966407</threshold><left_val>0.5836614966392517</left_val><right_val>0.3467479050159454</right_val></_></_><_><!-- tree 36 --><_><!-- root node --><feature><rects><_>8 6 3 5 -1.</_><_>9 6 1 5 3.</_></rects><tilted>0</tilted></feature><threshold>-2.8548699337989092e-003</threshold><left_val>0.7016944885253906</left_val><right_val>0.4311453998088837</right_val></_></_><_><!-- tree 37 --><_><!-- root node --><feature><rects><_>11 0 1 3 -1.</_><_>11 1 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-3.7875669077038765e-003</threshold><left_val>0.2895345091819763</left_val><right_val>0.5224946141242981</right_val></_></_><_><!-- tree 38 --><_><!-- root node --><feature><rects><_>4 2 4 2 -1.</_><_>4 3 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>-1.2201230274513364e-003</threshold><left_val>0.2975570857524872</left_val><right_val>0.5481644868850708</right_val></_></_><_><!-- tree 39 --><_><!-- root node --><feature><rects><_>12 6 4 3 -1.</_><_>12 7 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>0.0101605998352170</threshold><left_val>0.4888817965984345</left_val><right_val>0.8182697892189026</right_val></_></_><_><!-- tree 40 --><_><!-- root node --><feature><rects><_>5 0 6 4 -1.</_><_>7 0 2 4 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0161745697259903</threshold><left_val>0.1481492966413498</left_val><right_val>0.5239992737770081</right_val></_></_><_><!-- tree 41 --><_><!-- root node --><feature><rects><_>9 7 3 8 -1.</_><_>10 7 1 8 3.</_></rects><tilted>0</tilted></feature><threshold>0.0192924607545137</threshold><left_val>0.4786309897899628</left_val><right_val>0.7378190755844116</right_val></_></_><_><!-- tree 42 --><_><!-- root node --><feature><rects><_>9 7 2 2 -1.</_><_>10 7 1 2 2.</_></rects><tilted>0</tilted></feature><threshold>-3.2479539513587952e-003</threshold><left_val>0.7374222874641419</left_val><right_val>0.4470643997192383</right_val></_></_><_><!-- tree 43 --><_><!-- root node --><feature><rects><_>6 7 14 4 -1.</_><_>13 7 7 2 2.</_><_>6 9 7 2 2.</_></rects><tilted>0</tilted></feature><threshold>-9.3803480267524719e-003</threshold><left_val>0.3489154875278473</left_val><right_val>0.5537996292114258</right_val></_></_><_><!-- tree 44 --><_><!-- root node --><feature><rects><_>0 5 3 6 -1.</_><_>0 7 3 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0126061299815774</threshold><left_val>0.2379686981439591</left_val><right_val>0.5315443277359009</right_val></_></_><_><!-- tree 45 --><_><!-- root node --><feature><rects><_>13 11 3 4 -1.</_><_>13 13 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0256219301372766</threshold><left_val>0.1964688003063202</left_val><right_val>0.5138769745826721</right_val></_></_><_><!-- tree 46 --><_><!-- root node --><feature><rects><_>4 11 3 4 -1.</_><_>4 13 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>-7.5741496402770281e-005</threshold><left_val>0.5590522885322571</left_val><right_val>0.3365853130817413</right_val></_></_><_><!-- tree 47 --><_><!-- root node --><feature><rects><_>5 9 12 8 -1.</_><_>11 9 6 4 2.</_><_>5 13 6 4 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0892108827829361</threshold><left_val>0.0634046569466591</left_val><right_val>0.5162634849548340</right_val></_></_><_><!-- tree 48 --><_><!-- root node --><feature><rects><_>9 12 1 3 -1.</_><_>9 13 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.7670480776578188e-003</threshold><left_val>0.7323467731475830</left_val><right_val>0.4490706026554108</right_val></_></_><_><!-- tree 49 --><_><!-- root node --><feature><rects><_>10 15 2 4 -1.</_><_>10 17 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>2.7152578695677221e-004</threshold><left_val>0.4114834964275360</left_val><right_val>0.5985518097877502</right_val></_></_></trees><stage_threshold>23.9187908172607420</stage_threshold><parent>5</parent><next>-1</next></_><_><!-- stage 7 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>7 7 6 1 -1.</_><_>9 7 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.4786219689995050e-003</threshold><left_val>0.2663545012474060</left_val><right_val>0.6643316745758057</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>12 3 6 6 -1.</_><_>15 3 3 3 2.</_><_>12 6 3 3 2.</_></rects><tilted>0</tilted></feature><threshold>-1.8741659587249160e-003</threshold><left_val>0.6143848896026611</left_val><right_val>0.2518512904644013</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>0 4 10 6 -1.</_><_>0 6 10 2 3.</_></rects><tilted>0</tilted></feature><threshold>-1.7151009524241090e-003</threshold><left_val>0.5766341090202332</left_val><right_val>0.2397463023662567</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>8 3 8 14 -1.</_><_>12 3 4 7 2.</_><_>8 10 4 7 2.</_></rects><tilted>0</tilted></feature><threshold>-1.8939269939437509e-003</threshold><left_val>0.5682045817375183</left_val><right_val>0.2529144883155823</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>4 4 7 15 -1.</_><_>4 9 7 5 3.</_></rects><tilted>0</tilted></feature><threshold>-5.3006052039563656e-003</threshold><left_val>0.1640675961971283</left_val><right_val>0.5556079745292664</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>12 2 6 8 -1.</_><_>15 2 3 4 2.</_><_>12 6 3 4 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0466625317931175</threshold><left_val>0.6123154163360596</left_val><right_val>0.4762830138206482</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>2 2 6 8 -1.</_><_>2 2 3 4 2.</_><_>5 6 3 4 2.</_></rects><tilted>0</tilted></feature><threshold>-7.9431332414969802e-004</threshold><left_val>0.5707858800888062</left_val><right_val>0.2839404046535492</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>2 13 18 7 -1.</_><_>8 13 6 7 3.</_></rects><tilted>0</tilted></feature><threshold>0.0148916700854898</threshold><left_val>0.4089672863483429</left_val><right_val>0.6006367206573486</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>4 3 8 14 -1.</_><_>4 3 4 7 2.</_><_>8 10 4 7 2.</_></rects><tilted>0</tilted></feature><threshold>-1.2046529445797205e-003</threshold><left_val>0.5712450742721558</left_val><right_val>0.2705289125442505</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>18 1 2 6 -1.</_><_>18 3 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>6.0619381256401539e-003</threshold><left_val>0.5262504220008850</left_val><right_val>0.3262225985527039</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>9 11 2 3 -1.</_><_>9 12 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.5286648888140917e-003</threshold><left_val>0.6853830814361572</left_val><right_val>0.4199256896972656</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>18 1 2 6 -1.</_><_>18 3 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-5.9010218828916550e-003</threshold><left_val>0.3266282081604004</left_val><right_val>0.5434812903404236</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>0 1 2 6 -1.</_><_>0 3 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>5.6702760048210621e-003</threshold><left_val>0.5468410849571228</left_val><right_val>0.2319003939628601</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>1 5 18 6 -1.</_><_>1 7 18 2 3.</_></rects><tilted>0</tilted></feature><threshold>-3.0304100364446640e-003</threshold><left_val>0.5570667982101440</left_val><right_val>0.2708238065242767</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>0 2 6 7 -1.</_><_>3 2 3 7 2.</_></rects><tilted>0</tilted></feature><threshold>2.9803649522364140e-003</threshold><left_val>0.3700568974018097</left_val><right_val>0.5890625715255737</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>7 3 6 14 -1.</_><_>7 10 6 7 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0758405104279518</threshold><left_val>0.2140070050954819</left_val><right_val>0.5419948101043701</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>3 7 13 10 -1.</_><_>3 12 13 5 2.</_></rects><tilted>0</tilted></feature><threshold>0.0192625392228365</threshold><left_val>0.5526772141456604</left_val><right_val>0.2726590037345886</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>11 15 2 2 -1.</_><_>11 16 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.8888259364757687e-004</threshold><left_val>0.3958011865615845</left_val><right_val>0.6017209887504578</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>2 11 16 4 -1.</_><_>2 11 8 2 2.</_><_>10 13 8 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0293695498257875</threshold><left_val>0.5241373777389526</left_val><right_val>0.1435758024454117</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>13 7 6 4 -1.</_><_>16 7 3 2 2.</_><_>13 9 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>1.0417619487270713e-003</threshold><left_val>0.3385409116744995</left_val><right_val>0.5929983258247376</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>6 10 3 9 -1.</_><_>6 13 3 3 3.</_></rects><tilted>0</tilted></feature><threshold>2.6125640142709017e-003</threshold><left_val>0.5485377907752991</left_val><right_val>0.3021597862243652</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>14 6 1 6 -1.</_><_>14 9 1 3 2.</_></rects><tilted>0</tilted></feature><threshold>9.6977467183023691e-004</threshold><left_val>0.3375276029109955</left_val><right_val>0.5532032847404480</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>5 10 4 1 -1.</_><_>7 10 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>5.9512659208849072e-004</threshold><left_val>0.5631743073463440</left_val><right_val>0.3359399139881134</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>3 8 15 5 -1.</_><_>8 8 5 5 3.</_></rects><tilted>0</tilted></feature><threshold>-0.1015655994415283</threshold><left_val>0.0637350380420685</left_val><right_val>0.5230425000190735</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>1 6 5 4 -1.</_><_>1 8 5 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0361566990613937</threshold><left_val>0.5136963129043579</left_val><right_val>0.1029528975486755</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>3 1 17 6 -1.</_><_>3 3 17 2 3.</_></rects><tilted>0</tilted></feature><threshold>3.4624140243977308e-003</threshold><left_val>0.3879320025444031</left_val><right_val>0.5558289289474487</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>6 7 8 2 -1.</_><_>10 7 4 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0195549800992012</threshold><left_val>0.5250086784362793</left_val><right_val>0.1875859946012497</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>9 7 3 2 -1.</_><_>10 7 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-2.3121440317481756e-003</threshold><left_val>0.6672028899192810</left_val><right_val>0.4679641127586365</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>8 7 3 2 -1.</_><_>9 7 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-1.8605289515107870e-003</threshold><left_val>0.7163379192352295</left_val><right_val>0.4334670901298523</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>8 9 4 2 -1.</_><_>8 10 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>-9.4026362057775259e-004</threshold><left_val>0.3021360933780670</left_val><right_val>0.5650203227996826</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>8 8 4 3 -1.</_><_>8 9 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-5.2418331615626812e-003</threshold><left_val>0.1820009052753449</left_val><right_val>0.5250256061553955</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>9 5 6 4 -1.</_><_>9 5 3 4 2.</_></rects><tilted>0</tilted></feature><threshold>1.1729019752237946e-004</threshold><left_val>0.3389188051223755</left_val><right_val>0.5445973277091980</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>8 13 4 3 -1.</_><_>8 14 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.1878840159624815e-003</threshold><left_val>0.4085349142551422</left_val><right_val>0.6253563165664673</right_val></_></_><_><!-- tree 33 --><_><!-- root node --><feature><rects><_>4 7 12 6 -1.</_><_>10 7 6 3 2.</_><_>4 10 6 3 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0108813596889377</threshold><left_val>0.3378399014472961</left_val><right_val>0.5700082778930664</right_val></_></_><_><!-- tree 34 --><_><!-- root node --><feature><rects><_>8 14 4 3 -1.</_><_>8 15 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.7354859737679362e-003</threshold><left_val>0.4204635918140411</left_val><right_val>0.6523038744926453</right_val></_></_><_><!-- tree 35 --><_><!-- root node --><feature><rects><_>9 7 3 3 -1.</_><_>9 8 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>-6.5119052305817604e-003</threshold><left_val>0.2595216035842896</left_val><right_val>0.5428143739700317</right_val></_></_><_><!-- tree 36 --><_><!-- root node --><feature><rects><_>7 4 3 8 -1.</_><_>8 4 1 8 3.</_></rects><tilted>0</tilted></feature><threshold>-1.2136430013924837e-003</threshold><left_val>0.6165143847465515</left_val><right_val>0.3977893888950348</right_val></_></_><_><!-- tree 37 --><_><!-- root node --><feature><rects><_>10 0 3 6 -1.</_><_>11 0 1 6 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0103542404249310</threshold><left_val>0.1628028005361557</left_val><right_val>0.5219504833221436</right_val></_></_><_><!-- tree 38 --><_><!-- root node --><feature><rects><_>6 3 4 8 -1.</_><_>8 3 2 8 2.</_></rects><tilted>0</tilted></feature><threshold>5.5858830455690622e-004</threshold><left_val>0.3199650943279266</left_val><right_val>0.5503574013710022</right_val></_></_><_><!-- tree 39 --><_><!-- root node --><feature><rects><_>14 3 6 13 -1.</_><_>14 3 3 13 2.</_></rects><tilted>0</tilted></feature><threshold>0.0152996499091387</threshold><left_val>0.4103994071483612</left_val><right_val>0.6122388243675232</right_val></_></_><_><!-- tree 40 --><_><!-- root node --><feature><rects><_>8 13 3 6 -1.</_><_>8 16 3 3 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0215882100164890</threshold><left_val>0.1034912988543510</left_val><right_val>0.5197384953498840</right_val></_></_><_><!-- tree 41 --><_><!-- root node --><feature><rects><_>14 3 6 13 -1.</_><_>14 3 3 13 2.</_></rects><tilted>0</tilted></feature><threshold>-0.1283462941646576</threshold><left_val>0.8493865132331848</left_val><right_val>0.4893102943897247</right_val></_></_><_><!-- tree 42 --><_><!-- root node --><feature><rects><_>0 7 10 4 -1.</_><_>0 7 5 2 2.</_><_>5 9 5 2 2.</_></rects><tilted>0</tilted></feature><threshold>-2.2927189711481333e-003</threshold><left_val>0.3130157887935638</left_val><right_val>0.5471575260162354</right_val></_></_><_><!-- tree 43 --><_><!-- root node --><feature><rects><_>14 3 6 13 -1.</_><_>14 3 3 13 2.</_></rects><tilted>0</tilted></feature><threshold>0.0799151062965393</threshold><left_val>0.4856320917606354</left_val><right_val>0.6073989272117615</right_val></_></_><_><!-- tree 44 --><_><!-- root node --><feature><rects><_>0 3 6 13 -1.</_><_>3 3 3 13 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0794410929083824</threshold><left_val>0.8394674062728882</left_val><right_val>0.4624533057212830</right_val></_></_><_><!-- tree 45 --><_><!-- root node --><feature><rects><_>9 1 4 1 -1.</_><_>9 1 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>-5.2800010889768600e-003</threshold><left_val>0.1881695985794067</left_val><right_val>0.5306698083877564</right_val></_></_><_><!-- tree 46 --><_><!-- root node --><feature><rects><_>8 0 2 1 -1.</_><_>9 0 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.0463109938427806e-003</threshold><left_val>0.5271229147911072</left_val><right_val>0.2583065927028656</right_val></_></_><_><!-- tree 47 --><_><!-- root node --><feature><rects><_>10 16 4 4 -1.</_><_>12 16 2 2 2.</_><_>10 18 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>2.6317298761568964e-004</threshold><left_val>0.4235304892063141</left_val><right_val>0.5735440850257874</right_val></_></_><_><!-- tree 48 --><_><!-- root node --><feature><rects><_>9 6 2 3 -1.</_><_>10 6 1 3 2.</_></rects><tilted>0</tilted></feature><threshold>-3.6173160187900066e-003</threshold><left_val>0.6934396028518677</left_val><right_val>0.4495444893836975</right_val></_></_><_><!-- tree 49 --><_><!-- root node --><feature><rects><_>4 5 12 2 -1.</_><_>8 5 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>0.0114218797534704</threshold><left_val>0.5900921225547791</left_val><right_val>0.4138193130493164</right_val></_></_><_><!-- tree 50 --><_><!-- root node --><feature><rects><_>8 7 3 5 -1.</_><_>9 7 1 5 3.</_></rects><tilted>0</tilted></feature><threshold>-1.9963278900831938e-003</threshold><left_val>0.6466382741928101</left_val><right_val>0.4327239990234375</right_val></_></_></trees><stage_threshold>24.5278797149658200</stage_threshold><parent>6</parent><next>-1</next></_><_><!-- stage 8 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>6 4 8 6 -1.</_><_>6 6 8 2 3.</_></rects><tilted>0</tilted></feature><threshold>-9.9691245704889297e-003</threshold><left_val>0.6142324209213257</left_val><right_val>0.2482212036848068</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>9 5 2 12 -1.</_><_>9 11 2 6 2.</_></rects><tilted>0</tilted></feature><threshold>7.3073059320449829e-004</threshold><left_val>0.5704951882362366</left_val><right_val>0.2321965992450714</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>4 6 6 8 -1.</_><_>4 10 6 4 2.</_></rects><tilted>0</tilted></feature><threshold>6.4045301405712962e-004</threshold><left_val>0.2112251967191696</left_val><right_val>0.5814933180809021</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>12 2 8 5 -1.</_><_>12 2 4 5 2.</_></rects><tilted>0</tilted></feature><threshold>4.5424019917845726e-003</threshold><left_val>0.2950482070446014</left_val><right_val>0.5866311788558960</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>0 8 18 3 -1.</_><_>0 9 18 1 3.</_></rects><tilted>0</tilted></feature><threshold>9.2477443104144186e-005</threshold><left_val>0.2990990877151489</left_val><right_val>0.5791326761245728</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>8 12 4 8 -1.</_><_>8 16 4 4 2.</_></rects><tilted>0</tilted></feature><threshold>-8.6603146046400070e-003</threshold><left_val>0.2813029885292053</left_val><right_val>0.5635542273521423</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>0 2 8 5 -1.</_><_>4 2 4 5 2.</_></rects><tilted>0</tilted></feature><threshold>8.0515816807746887e-003</threshold><left_val>0.3535369038581848</left_val><right_val>0.6054757237434387</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>13 11 3 4 -1.</_><_>13 13 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>4.3835240649059415e-004</threshold><left_val>0.5596532225608826</left_val><right_val>0.2731510996818543</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>5 11 6 1 -1.</_><_>7 11 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-9.8168973636347800e-005</threshold><left_val>0.5978031754493713</left_val><right_val>0.3638561069965363</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>11 3 3 1 -1.</_><_>12 3 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.1298790341243148e-003</threshold><left_val>0.2755252122879028</left_val><right_val>0.5432729125022888</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>7 13 5 3 -1.</_><_>7 14 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>6.4356150105595589e-003</threshold><left_val>0.4305641949176788</left_val><right_val>0.7069833278656006</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>11 11 7 6 -1.</_><_>11 14 7 3 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0568293295800686</threshold><left_val>0.2495242953300476</left_val><right_val>0.5294997096061707</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>2 11 7 6 -1.</_><_>2 14 7 3 2.</_></rects><tilted>0</tilted></feature><threshold>4.0668169967830181e-003</threshold><left_val>0.5478553175926209</left_val><right_val>0.2497723996639252</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>12 14 2 6 -1.</_><_>12 16 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>4.8164798499783501e-005</threshold><left_val>0.3938601016998291</left_val><right_val>0.5706356167793274</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>8 14 3 3 -1.</_><_>8 15 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>6.1795017682015896e-003</threshold><left_val>0.4407606124877930</left_val><right_val>0.7394766807556152</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>11 0 3 5 -1.</_><_>12 0 1 5 3.</_></rects><tilted>0</tilted></feature><threshold>6.4985752105712891e-003</threshold><left_val>0.5445243120193481</left_val><right_val>0.2479152977466583</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>6 1 4 9 -1.</_><_>8 1 2 9 2.</_></rects><tilted>0</tilted></feature><threshold>-1.0211090557277203e-003</threshold><left_val>0.2544766962528229</left_val><right_val>0.5338971018791199</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>10 3 6 1 -1.</_><_>12 3 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-5.4247528314590454e-003</threshold><left_val>0.2718858122825623</left_val><right_val>0.5324069261550903</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>8 8 3 4 -1.</_><_>8 10 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>-1.0559899965301156e-003</threshold><left_val>0.3178288042545319</left_val><right_val>0.5534508824348450</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>8 12 4 2 -1.</_><_>8 13 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>6.6465808777138591e-004</threshold><left_val>0.4284219145774841</left_val><right_val>0.6558194160461426</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>5 18 4 2 -1.</_><_>5 19 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>-2.7524109464138746e-004</threshold><left_val>0.5902860760688782</left_val><right_val>0.3810262978076935</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>2 1 18 6 -1.</_><_>2 3 18 2 3.</_></rects><tilted>0</tilted></feature><threshold>4.2293202131986618e-003</threshold><left_val>0.3816489875316620</left_val><right_val>0.5709385871887207</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>6 0 3 2 -1.</_><_>7 0 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-3.2868210691958666e-003</threshold><left_val>0.1747743934392929</left_val><right_val>0.5259544253349304</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>13 8 6 2 -1.</_><_>16 8 3 1 2.</_><_>13 9 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.5611879643984139e-004</threshold><left_val>0.3601722121238709</left_val><right_val>0.5725612044334412</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>6 10 3 6 -1.</_><_>6 13 3 3 2.</_></rects><tilted>0</tilted></feature><threshold>-7.3621381488919724e-006</threshold><left_val>0.5401858091354370</left_val><right_val>0.3044497072696686</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>0 13 20 4 -1.</_><_>10 13 10 2 2.</_><_>0 15 10 2 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0147672500461340</threshold><left_val>0.3220770061016083</left_val><right_val>0.5573434829711914</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>7 7 6 5 -1.</_><_>9 7 2 5 3.</_></rects><tilted>0</tilted></feature><threshold>0.0244895908981562</threshold><left_val>0.4301528036594391</left_val><right_val>0.6518812775611877</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>11 0 2 2 -1.</_><_>11 1 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>-3.7652091123163700e-004</threshold><left_val>0.3564583063125610</left_val><right_val>0.5598236918449402</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>1 8 6 2 -1.</_><_>1 8 3 1 2.</_><_>4 9 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>7.3657688517414499e-006</threshold><left_val>0.3490782976150513</left_val><right_val>0.5561897754669190</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>0 2 20 2 -1.</_><_>10 2 10 1 2.</_><_>0 3 10 1 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0150999398902059</threshold><left_val>0.1776272058486939</left_val><right_val>0.5335299968719482</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>7 14 5 3 -1.</_><_>7 15 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>-3.8316650316119194e-003</threshold><left_val>0.6149687767028809</left_val><right_val>0.4221394062042236</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>7 13 6 6 -1.</_><_>10 13 3 3 2.</_><_>7 16 3 3 2.</_></rects><tilted>0</tilted></feature><threshold>0.0169254001230001</threshold><left_val>0.5413014888763428</left_val><right_val>0.2166585028171539</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>9 12 2 3 -1.</_><_>9 13 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-3.0477850232273340e-003</threshold><left_val>0.6449490785598755</left_val><right_val>0.4354617893695831</right_val></_></_><_><!-- tree 33 --><_><!-- root node --><feature><rects><_>16 11 1 6 -1.</_><_>16 13 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>3.2140589319169521e-003</threshold><left_val>0.5400155186653137</left_val><right_val>0.3523217141628265</right_val></_></_><_><!-- tree 34 --><_><!-- root node --><feature><rects><_>3 11 1 6 -1.</_><_>3 13 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-4.0023201145231724e-003</threshold><left_val>0.2774524092674255</left_val><right_val>0.5338417291641235</right_val></_></_><_><!-- tree 35 --><_><!-- root node --><feature><rects><_>4 4 14 12 -1.</_><_>11 4 7 6 2.</_><_>4 10 7 6 2.</_></rects><tilted>0</tilted></feature><threshold>7.4182129465043545e-003</threshold><left_val>0.5676739215850830</left_val><right_val>0.3702817857265472</right_val></_></_><_><!-- tree 36 --><_><!-- root node --><feature><rects><_>5 4 3 3 -1.</_><_>5 5 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>-8.8764587417244911e-003</threshold><left_val>0.7749221920967102</left_val><right_val>0.4583688974380493</right_val></_></_><_><!-- tree 37 --><_><!-- root node --><feature><rects><_>12 3 3 3 -1.</_><_>13 3 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>2.7311739977449179e-003</threshold><left_val>0.5338721871376038</left_val><right_val>0.3996661007404327</right_val></_></_><_><!-- tree 38 --><_><!-- root node --><feature><rects><_>6 6 8 3 -1.</_><_>6 7 8 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.5082379579544067e-003</threshold><left_val>0.5611963272094727</left_val><right_val>0.3777498900890350</right_val></_></_><_><!-- tree 39 --><_><!-- root node --><feature><rects><_>12 3 3 3 -1.</_><_>13 3 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>-8.0541074275970459e-003</threshold><left_val>0.2915228903293610</left_val><right_val>0.5179182887077332</right_val></_></_><_><!-- tree 40 --><_><!-- root node --><feature><rects><_>3 1 4 10 -1.</_><_>3 1 2 5 2.</_><_>5 6 2 5 2.</_></rects><tilted>0</tilted></feature><threshold>-9.7938813269138336e-004</threshold><left_val>0.5536432862281799</left_val><right_val>0.3700192868709564</right_val></_></_><_><!-- tree 41 --><_><!-- root node --><feature><rects><_>5 7 10 2 -1.</_><_>5 7 5 2 2.</_></rects><tilted>0</tilted></feature><threshold>-5.8745909482240677e-003</threshold><left_val>0.3754391074180603</left_val><right_val>0.5679376125335693</right_val></_></_><_><!-- tree 42 --><_><!-- root node --><feature><rects><_>8 7 3 3 -1.</_><_>9 7 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>-4.4936719350516796e-003</threshold><left_val>0.7019699215888977</left_val><right_val>0.4480949938297272</right_val></_></_><_><!-- tree 43 --><_><!-- root node --><feature><rects><_>15 12 2 3 -1.</_><_>15 13 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-5.4389229044318199e-003</threshold><left_val>0.2310364991426468</left_val><right_val>0.5313386917114258</right_val></_></_><_><!-- tree 44 --><_><!-- root node --><feature><rects><_>7 8 3 4 -1.</_><_>8 8 1 4 3.</_></rects><tilted>0</tilted></feature><threshold>-7.5094640487805009e-004</threshold><left_val>0.5864868760108948</left_val><right_val>0.4129343032836914</right_val></_></_><_><!-- tree 45 --><_><!-- root node --><feature><rects><_>13 4 1 12 -1.</_><_>13 10 1 6 2.</_></rects><tilted>0</tilted></feature><threshold>1.4528800420521293e-005</threshold><left_val>0.3732407093048096</left_val><right_val>0.5619621276855469</right_val></_></_><_><!-- tree 46 --><_><!-- root node --><feature><rects><_>4 5 12 12 -1.</_><_>4 5 6 6 2.</_><_>10 11 6 6 2.</_></rects><tilted>0</tilted></feature><threshold>0.0407580696046352</threshold><left_val>0.5312091112136841</left_val><right_val>0.2720521986484528</right_val></_></_><_><!-- tree 47 --><_><!-- root node --><feature><rects><_>7 14 7 3 -1.</_><_>7 15 7 1 3.</_></rects><tilted>0</tilted></feature><threshold>6.6505931317806244e-003</threshold><left_val>0.4710015952587128</left_val><right_val>0.6693493723869324</right_val></_></_><_><!-- tree 48 --><_><!-- root node --><feature><rects><_>3 12 2 3 -1.</_><_>3 13 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>4.5759351924061775e-003</threshold><left_val>0.5167819261550903</left_val><right_val>0.1637275964021683</right_val></_></_><_><!-- tree 49 --><_><!-- root node --><feature><rects><_>3 2 14 2 -1.</_><_>10 2 7 1 2.</_><_>3 3 7 1 2.</_></rects><tilted>0</tilted></feature><threshold>6.5269311890006065e-003</threshold><left_val>0.5397608876228333</left_val><right_val>0.2938531935214996</right_val></_></_><_><!-- tree 50 --><_><!-- root node --><feature><rects><_>0 1 3 10 -1.</_><_>1 1 1 10 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0136603796854615</threshold><left_val>0.7086488008499146</left_val><right_val>0.4532200098037720</right_val></_></_><_><!-- tree 51 --><_><!-- root node --><feature><rects><_>9 0 6 5 -1.</_><_>11 0 2 5 3.</_></rects><tilted>0</tilted></feature><threshold>0.0273588690906763</threshold><left_val>0.5206481218338013</left_val><right_val>0.3589231967926025</right_val></_></_><_><!-- tree 52 --><_><!-- root node --><feature><rects><_>5 7 6 2 -1.</_><_>8 7 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>6.2197551596909761e-004</threshold><left_val>0.3507075905799866</left_val><right_val>0.5441123247146606</right_val></_></_><_><!-- tree 53 --><_><!-- root node --><feature><rects><_>7 1 6 10 -1.</_><_>7 6 6 5 2.</_></rects><tilted>0</tilted></feature><threshold>-3.3077080734074116e-003</threshold><left_val>0.5859522819519043</left_val><right_val>0.4024891853332520</right_val></_></_><_><!-- tree 54 --><_><!-- root node --><feature><rects><_>1 1 18 3 -1.</_><_>7 1 6 3 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0106311095878482</threshold><left_val>0.6743267178535461</left_val><right_val>0.4422602951526642</right_val></_></_><_><!-- tree 55 --><_><!-- root node --><feature><rects><_>16 3 3 6 -1.</_><_>16 5 3 2 3.</_></rects><tilted>0</tilted></feature><threshold>0.0194416493177414</threshold><left_val>0.5282716155052185</left_val><right_val>0.1797904968261719</right_val></_></_></trees><stage_threshold>27.1533508300781250</stage_threshold><parent>7</parent><next>-1</next></_><_><!-- stage 9 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>6 3 7 6 -1.</_><_>6 6 7 3 2.</_></rects><tilted>0</tilted></feature><threshold>-5.5052167735993862e-003</threshold><left_val>0.5914731025695801</left_val><right_val>0.2626559138298035</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>4 7 12 2 -1.</_><_>8 7 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>1.9562279339879751e-003</threshold><left_val>0.2312581986188889</left_val><right_val>0.5741627216339111</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>0 4 17 10 -1.</_><_>0 9 17 5 2.</_></rects><tilted>0</tilted></feature><threshold>-8.8924784213304520e-003</threshold><left_val>0.1656530052423477</left_val><right_val>0.5626654028892517</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>3 4 15 16 -1.</_><_>3 12 15 8 2.</_></rects><tilted>0</tilted></feature><threshold>0.0836383774876595</threshold><left_val>0.5423449873924255</left_val><right_val>0.1957294940948486</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>7 15 6 4 -1.</_><_>7 17 6 2 2.</_></rects><tilted>0</tilted></feature><threshold>1.2282270472496748e-003</threshold><left_val>0.3417904078960419</left_val><right_val>0.5992503762245178</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>15 2 4 9 -1.</_><_>15 2 2 9 2.</_></rects><tilted>0</tilted></feature><threshold>5.7629169896245003e-003</threshold><left_val>0.3719581961631775</left_val><right_val>0.6079903841018677</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>2 3 3 2 -1.</_><_>2 4 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>-1.6417410224676132e-003</threshold><left_val>0.2577486038208008</left_val><right_val>0.5576915740966797</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>13 6 7 9 -1.</_><_>13 9 7 3 3.</_></rects><tilted>0</tilted></feature><threshold>3.4113149158656597e-003</threshold><left_val>0.2950749099254608</left_val><right_val>0.5514171719551086</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>8 11 4 3 -1.</_><_>8 12 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0110693201422691</threshold><left_val>0.7569358944892883</left_val><right_val>0.4477078914642334</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>0 2 20 6 -1.</_><_>10 2 10 3 2.</_><_>0 5 10 3 2.</_></rects><tilted>0</tilted></feature><threshold>0.0348659716546535</threshold><left_val>0.5583708882331848</left_val><right_val>0.2669621109962463</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>3 2 6 10 -1.</_><_>3 2 3 5 2.</_><_>6 7 3 5 2.</_></rects><tilted>0</tilted></feature><threshold>6.5701099811121821e-004</threshold><left_val>0.5627313256263733</left_val><right_val>0.2988890111446381</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>13 10 3 4 -1.</_><_>13 12 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0243391301482916</threshold><left_val>0.2771185040473938</left_val><right_val>0.5108863115310669</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>4 10 3 4 -1.</_><_>4 12 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>5.9435202274471521e-004</threshold><left_val>0.5580651760101318</left_val><right_val>0.3120341897010803</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>7 5 6 3 -1.</_><_>9 5 2 3 3.</_></rects><tilted>0</tilted></feature><threshold>2.2971509024500847e-003</threshold><left_val>0.3330250084400177</left_val><right_val>0.5679075717926025</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>7 6 6 8 -1.</_><_>7 10 6 4 2.</_></rects><tilted>0</tilted></feature><threshold>-3.7801829166710377e-003</threshold><left_val>0.2990534901618958</left_val><right_val>0.5344808101654053</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>0 11 20 6 -1.</_><_>0 14 20 3 2.</_></rects><tilted>0</tilted></feature><threshold>-0.1342066973447800</threshold><left_val>0.1463858932256699</left_val><right_val>0.5392568111419678</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>4 13 4 6 -1.</_><_>4 13 2 3 2.</_><_>6 16 2 3 2.</_></rects><tilted>0</tilted></feature><threshold>7.5224548345431685e-004</threshold><left_val>0.3746953904628754</left_val><right_val>0.5692734718322754</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>6 0 8 12 -1.</_><_>10 0 4 6 2.</_><_>6 6 4 6 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0405455417931080</threshold><left_val>0.2754747867584229</left_val><right_val>0.5484297871589661</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>2 0 15 2 -1.</_><_>2 1 15 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.2572970008477569e-003</threshold><left_val>0.3744584023952484</left_val><right_val>0.5756075978279114</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>9 12 2 3 -1.</_><_>9 13 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-7.4249948374927044e-003</threshold><left_val>0.7513859272003174</left_val><right_val>0.4728231132030487</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>3 12 1 2 -1.</_><_>3 13 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>5.0908129196614027e-004</threshold><left_val>0.5404896736145020</left_val><right_val>0.2932321131229401</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>9 11 2 3 -1.</_><_>9 12 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.2808450264856219e-003</threshold><left_val>0.6169779896736145</left_val><right_val>0.4273349046707153</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>7 3 3 1 -1.</_><_>8 3 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.8348860321566463e-003</threshold><left_val>0.2048496007919312</left_val><right_val>0.5206472277641296</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>17 7 3 6 -1.</_><_>17 9 3 2 3.</_></rects><tilted>0</tilted></feature><threshold>0.0274848695844412</threshold><left_val>0.5252984762191773</left_val><right_val>0.1675522029399872</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>7 2 3 2 -1.</_><_>8 2 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>2.2372419480234385e-003</threshold><left_val>0.5267782807350159</left_val><right_val>0.2777658104896545</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>11 4 5 3 -1.</_><_>11 5 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>-8.8635291904211044e-003</threshold><left_val>0.6954557895660400</left_val><right_val>0.4812048971652985</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>4 4 5 3 -1.</_><_>4 5 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>4.1753971017897129e-003</threshold><left_val>0.4291887879371643</left_val><right_val>0.6349195837974548</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>19 3 1 2 -1.</_><_>19 4 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>-1.7098189564421773e-003</threshold><left_val>0.2930536866188049</left_val><right_val>0.5361248850822449</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>5 5 4 3 -1.</_><_>5 6 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>6.5328548662364483e-003</threshold><left_val>0.4495325088500977</left_val><right_val>0.7409694194793701</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>17 7 3 6 -1.</_><_>17 9 3 2 3.</_></rects><tilted>0</tilted></feature><threshold>-9.5372907817363739e-003</threshold><left_val>0.3149119913578033</left_val><right_val>0.5416501760482788</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>0 7 3 6 -1.</_><_>0 9 3 2 3.</_></rects><tilted>0</tilted></feature><threshold>0.0253109894692898</threshold><left_val>0.5121892094612122</left_val><right_val>0.1311707943677902</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>14 2 6 9 -1.</_><_>14 5 6 3 3.</_></rects><tilted>0</tilted></feature><threshold>0.0364609695971012</threshold><left_val>0.5175911784172058</left_val><right_val>0.2591339945793152</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>0 4 5 6 -1.</_><_>0 6 5 2 3.</_></rects><tilted>0</tilted></feature><threshold>0.0208543296903372</threshold><left_val>0.5137140154838562</left_val><right_val>0.1582316011190414</right_val></_></_><_><!-- tree 33 --><_><!-- root node --><feature><rects><_>10 5 6 2 -1.</_><_>12 5 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-8.7207747856155038e-004</threshold><left_val>0.5574309825897217</left_val><right_val>0.4398978948593140</right_val></_></_><_><!-- tree 34 --><_><!-- root node --><feature><rects><_>4 5 6 2 -1.</_><_>6 5 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-1.5227000403683633e-005</threshold><left_val>0.5548940896987915</left_val><right_val>0.3708069920539856</right_val></_></_><_><!-- tree 35 --><_><!-- root node --><feature><rects><_>8 1 4 6 -1.</_><_>8 3 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>-8.4316509310156107e-004</threshold><left_val>0.3387419879436493</left_val><right_val>0.5554211139678955</right_val></_></_><_><!-- tree 36 --><_><!-- root node --><feature><rects><_>0 2 3 6 -1.</_><_>0 4 3 2 3.</_></rects><tilted>0</tilted></feature><threshold>3.6037859972566366e-003</threshold><left_val>0.5358061790466309</left_val><right_val>0.3411171138286591</right_val></_></_><_><!-- tree 37 --><_><!-- root node --><feature><rects><_>6 6 8 3 -1.</_><_>6 7 8 1 3.</_></rects><tilted>0</tilted></feature><threshold>-6.8057891912758350e-003</threshold><left_val>0.6125202775001526</left_val><right_val>0.4345862865447998</right_val></_></_><_><!-- tree 38 --><_><!-- root node --><feature><rects><_>0 1 5 9 -1.</_><_>0 4 5 3 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0470216609537601</threshold><left_val>0.2358165979385376</left_val><right_val>0.5193738937377930</right_val></_></_><_><!-- tree 39 --><_><!-- root node --><feature><rects><_>16 0 4 15 -1.</_><_>16 0 2 15 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0369541086256504</threshold><left_val>0.7323111295700073</left_val><right_val>0.4760943949222565</right_val></_></_><_><!-- tree 40 --><_><!-- root node --><feature><rects><_>1 10 3 2 -1.</_><_>1 11 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.0439479956403375e-003</threshold><left_val>0.5419455170631409</left_val><right_val>0.3411330878734589</right_val></_></_><_><!-- tree 41 --><_><!-- root node --><feature><rects><_>14 4 1 10 -1.</_><_>14 9 1 5 2.</_></rects><tilted>0</tilted></feature><threshold>-2.1050689974799752e-004</threshold><left_val>0.2821694016456604</left_val><right_val>0.5554947257041931</right_val></_></_><_><!-- tree 42 --><_><!-- root node --><feature><rects><_>0 1 4 12 -1.</_><_>2 1 2 12 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0808315873146057</threshold><left_val>0.9129930138587952</left_val><right_val>0.4697434902191162</right_val></_></_><_><!-- tree 43 --><_><!-- root node --><feature><rects><_>11 11 4 2 -1.</_><_>11 11 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>-3.6579059087671340e-004</threshold><left_val>0.6022670269012451</left_val><right_val>0.3978292942047119</right_val></_></_><_><!-- tree 44 --><_><!-- root node --><feature><rects><_>5 11 4 2 -1.</_><_>7 11 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>-1.2545920617412776e-004</threshold><left_val>0.5613213181495667</left_val><right_val>0.3845539987087250</right_val></_></_><_><!-- tree 45 --><_><!-- root node --><feature><rects><_>3 8 15 5 -1.</_><_>8 8 5 5 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0687864869832993</threshold><left_val>0.2261611968278885</left_val><right_val>0.5300496816635132</right_val></_></_><_><!-- tree 46 --><_><!-- root node --><feature><rects><_>0 0 6 10 -1.</_><_>3 0 3 10 2.</_></rects><tilted>0</tilted></feature><threshold>0.0124157899990678</threshold><left_val>0.4075691998004913</left_val><right_val>0.5828812122344971</right_val></_></_><_><!-- tree 47 --><_><!-- root node --><feature><rects><_>11 4 3 2 -1.</_><_>12 4 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-4.7174817882478237e-003</threshold><left_val>0.2827253937721252</left_val><right_val>0.5267757773399353</right_val></_></_><_><!-- tree 48 --><_><!-- root node --><feature><rects><_>8 12 3 8 -1.</_><_>8 16 3 4 2.</_></rects><tilted>0</tilted></feature><threshold>0.0381368584930897</threshold><left_val>0.5074741244316101</left_val><right_val>0.1023615971207619</right_val></_></_><_><!-- tree 49 --><_><!-- root node --><feature><rects><_>8 14 5 3 -1.</_><_>8 15 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.8168049175292253e-003</threshold><left_val>0.6169006824493408</left_val><right_val>0.4359692931175232</right_val></_></_><_><!-- tree 50 --><_><!-- root node --><feature><rects><_>7 14 4 3 -1.</_><_>7 15 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>8.1303603947162628e-003</threshold><left_val>0.4524433016777039</left_val><right_val>0.7606095075607300</right_val></_></_><_><!-- tree 51 --><_><!-- root node --><feature><rects><_>11 4 3 2 -1.</_><_>12 4 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>6.0056019574403763e-003</threshold><left_val>0.5240408778190613</left_val><right_val>0.1859712004661560</right_val></_></_><_><!-- tree 52 --><_><!-- root node --><feature><rects><_>3 15 14 4 -1.</_><_>3 15 7 2 2.</_><_>10 17 7 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0191393196582794</threshold><left_val>0.5209379196166992</left_val><right_val>0.2332071959972382</right_val></_></_><_><!-- tree 53 --><_><!-- root node --><feature><rects><_>2 2 16 4 -1.</_><_>10 2 8 2 2.</_><_>2 4 8 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0164457596838474</threshold><left_val>0.5450702905654907</left_val><right_val>0.3264234960079193</right_val></_></_><_><!-- tree 54 --><_><!-- root node --><feature><rects><_>0 8 6 12 -1.</_><_>3 8 3 12 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0373568907380104</threshold><left_val>0.6999046802520752</left_val><right_val>0.4533241987228394</right_val></_></_><_><!-- tree 55 --><_><!-- root node --><feature><rects><_>5 7 10 2 -1.</_><_>5 7 5 2 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0197279006242752</threshold><left_val>0.2653664946556091</left_val><right_val>0.5412809848785400</right_val></_></_><_><!-- tree 56 --><_><!-- root node --><feature><rects><_>9 7 2 5 -1.</_><_>10 7 1 5 2.</_></rects><tilted>0</tilted></feature><threshold>6.6972579807043076e-003</threshold><left_val>0.4480566084384918</left_val><right_val>0.7138652205467224</right_val></_></_><_><!-- tree 57 --><_><!-- root node --><feature><rects><_>13 7 6 4 -1.</_><_>16 7 3 2 2.</_><_>13 9 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>7.4457528535276651e-004</threshold><left_val>0.4231350123882294</left_val><right_val>0.5471320152282715</right_val></_></_><_><!-- tree 58 --><_><!-- root node --><feature><rects><_>0 13 8 2 -1.</_><_>0 14 8 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.1790640419349074e-003</threshold><left_val>0.5341702103614807</left_val><right_val>0.3130455017089844</right_val></_></_><_><!-- tree 59 --><_><!-- root node --><feature><rects><_>13 7 6 4 -1.</_><_>16 7 3 2 2.</_><_>13 9 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0349806100130081</threshold><left_val>0.5118659734725952</left_val><right_val>0.3430530130863190</right_val></_></_><_><!-- tree 60 --><_><!-- root node --><feature><rects><_>1 7 6 4 -1.</_><_>1 7 3 2 2.</_><_>4 9 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>5.6859792675822973e-004</threshold><left_val>0.3532187044620514</left_val><right_val>0.5468639731407166</right_val></_></_><_><!-- tree 61 --><_><!-- root node --><feature><rects><_>12 6 1 12 -1.</_><_>12 12 1 6 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0113406497985125</threshold><left_val>0.2842353880405426</left_val><right_val>0.5348700881004334</right_val></_></_><_><!-- tree 62 --><_><!-- root node --><feature><rects><_>9 5 2 6 -1.</_><_>10 5 1 6 2.</_></rects><tilted>0</tilted></feature><threshold>-6.6228108480572701e-003</threshold><left_val>0.6883640289306641</left_val><right_val>0.4492664933204651</right_val></_></_><_><!-- tree 63 --><_><!-- root node --><feature><rects><_>14 12 2 3 -1.</_><_>14 13 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-8.0160330981016159e-003</threshold><left_val>0.1709893941879273</left_val><right_val>0.5224308967590332</right_val></_></_><_><!-- tree 64 --><_><!-- root node --><feature><rects><_>4 12 2 3 -1.</_><_>4 13 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.4206819469109178e-003</threshold><left_val>0.5290846228599548</left_val><right_val>0.2993383109569550</right_val></_></_><_><!-- tree 65 --><_><!-- root node --><feature><rects><_>8 12 4 3 -1.</_><_>8 13 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.7801711112260818e-003</threshold><left_val>0.6498854160308838</left_val><right_val>0.4460499882698059</right_val></_></_><_><!-- tree 66 --><_><!-- root node --><feature><rects><_>5 2 2 4 -1.</_><_>5 2 1 2 2.</_><_>6 4 1 2 2.</_></rects><tilted>0</tilted></feature><threshold>-1.4747589593753219e-003</threshold><left_val>0.3260438144207001</left_val><right_val>0.5388113260269165</right_val></_></_><_><!-- tree 67 --><_><!-- root node --><feature><rects><_>5 5 11 3 -1.</_><_>5 6 11 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0238303393125534</threshold><left_val>0.7528941035270691</left_val><right_val>0.4801219999790192</right_val></_></_><_><!-- tree 68 --><_><!-- root node --><feature><rects><_>7 6 4 12 -1.</_><_>7 12 4 6 2.</_></rects><tilted>0</tilted></feature><threshold>6.9369790144264698e-003</threshold><left_val>0.5335165858268738</left_val><right_val>0.3261427879333496</right_val></_></_><_><!-- tree 69 --><_><!-- root node --><feature><rects><_>12 13 8 5 -1.</_><_>12 13 4 5 2.</_></rects><tilted>0</tilted></feature><threshold>8.2806255668401718e-003</threshold><left_val>0.4580394029617310</left_val><right_val>0.5737829804420471</right_val></_></_><_><!-- tree 70 --><_><!-- root node --><feature><rects><_>7 6 1 12 -1.</_><_>7 12 1 6 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0104395002126694</threshold><left_val>0.2592320144176483</left_val><right_val>0.5233827829360962</right_val></_></_></trees><stage_threshold>34.5541114807128910</stage_threshold><parent>8</parent><next>-1</next></_><_><!-- stage 10 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>1 2 6 3 -1.</_><_>4 2 3 3 2.</_></rects><tilted>0</tilted></feature><threshold>7.2006587870419025e-003</threshold><left_val>0.3258886039257050</left_val><right_val>0.6849808096885681</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>9 5 6 10 -1.</_><_>12 5 3 5 2.</_><_>9 10 3 5 2.</_></rects><tilted>0</tilted></feature><threshold>-2.8593589086085558e-003</threshold><left_val>0.5838881134986877</left_val><right_val>0.2537829875946045</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>5 5 8 12 -1.</_><_>5 5 4 6 2.</_><_>9 11 4 6 2.</_></rects><tilted>0</tilted></feature><threshold>6.8580528022721410e-004</threshold><left_val>0.5708081722259522</left_val><right_val>0.2812424004077911</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>0 7 20 6 -1.</_><_>0 9 20 2 3.</_></rects><tilted>0</tilted></feature><threshold>7.9580191522836685e-003</threshold><left_val>0.2501051127910614</left_val><right_val>0.5544260740280151</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>4 2 2 2 -1.</_><_>4 3 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>-1.2124150525778532e-003</threshold><left_val>0.2385368049144745</left_val><right_val>0.5433350205421448</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>4 18 12 2 -1.</_><_>8 18 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>7.9426132142543793e-003</threshold><left_val>0.3955070972442627</left_val><right_val>0.6220757961273193</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>7 4 4 16 -1.</_><_>7 12 4 8 2.</_></rects><tilted>0</tilted></feature><threshold>2.4630590341985226e-003</threshold><left_val>0.5639708042144775</left_val><right_val>0.2992357909679413</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>7 6 7 8 -1.</_><_>7 10 7 4 2.</_></rects><tilted>0</tilted></feature><threshold>-6.0396599583327770e-003</threshold><left_val>0.2186512947082520</left_val><right_val>0.5411676764488220</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>6 3 3 1 -1.</_><_>7 3 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.2988339876756072e-003</threshold><left_val>0.2350706011056900</left_val><right_val>0.5364584922790527</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>11 15 2 4 -1.</_><_>11 17 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>2.2299369447864592e-004</threshold><left_val>0.3804112970829010</left_val><right_val>0.5729606151580811</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>3 5 4 8 -1.</_><_>3 9 4 4 2.</_></rects><tilted>0</tilted></feature><threshold>1.4654280385002494e-003</threshold><left_val>0.2510167956352234</left_val><right_val>0.5258268713951111</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>7 1 6 12 -1.</_><_>7 7 6 6 2.</_></rects><tilted>0</tilted></feature><threshold>-8.1210042117163539e-004</threshold><left_val>0.5992823839187622</left_val><right_val>0.3851158916950226</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>4 6 6 2 -1.</_><_>6 6 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-1.3836020370945334e-003</threshold><left_val>0.5681396126747131</left_val><right_val>0.3636586964130402</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>16 4 4 6 -1.</_><_>16 6 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0279364492744207</threshold><left_val>0.1491317003965378</left_val><right_val>0.5377560257911682</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>3 3 5 2 -1.</_><_>3 4 5 1 2.</_></rects><tilted>0</tilted></feature><threshold>-4.6919551095925272e-004</threshold><left_val>0.3692429959774017</left_val><right_val>0.5572484731674194</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>9 11 2 3 -1.</_><_>9 12 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-4.9829659983515739e-003</threshold><left_val>0.6758509278297424</left_val><right_val>0.4532504081726074</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>2 16 4 2 -1.</_><_>2 17 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.8815309740602970e-003</threshold><left_val>0.5368022918701172</left_val><right_val>0.2932539880275726</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>7 13 6 6 -1.</_><_>10 13 3 3 2.</_><_>7 16 3 3 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0190675500780344</threshold><left_val>0.1649377048015595</left_val><right_val>0.5330067276954651</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>7 0 3 4 -1.</_><_>8 0 1 4 3.</_></rects><tilted>0</tilted></feature><threshold>-4.6906559728085995e-003</threshold><left_val>0.1963925957679749</left_val><right_val>0.5119361877441406</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>8 15 4 3 -1.</_><_>8 16 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>5.9777139686048031e-003</threshold><left_val>0.4671171903610230</left_val><right_val>0.7008398175239563</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>0 4 4 6 -1.</_><_>0 6 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0333031304180622</threshold><left_val>0.1155416965484619</left_val><right_val>0.5104162096977234</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>5 6 12 3 -1.</_><_>9 6 4 3 3.</_></rects><tilted>0</tilted></feature><threshold>0.0907441079616547</threshold><left_val>0.5149660110473633</left_val><right_val>0.1306173056364059</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>7 6 6 14 -1.</_><_>9 6 2 14 3.</_></rects><tilted>0</tilted></feature><threshold>9.3555898638442159e-004</threshold><left_val>0.3605481088161469</left_val><right_val>0.5439859032630920</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>9 7 3 3 -1.</_><_>10 7 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>0.0149016501381993</threshold><left_val>0.4886212050914764</left_val><right_val>0.7687569856643677</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>6 12 2 4 -1.</_><_>6 14 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>6.1594118596985936e-004</threshold><left_val>0.5356813073158264</left_val><right_val>0.3240939080715179</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>10 12 7 6 -1.</_><_>10 14 7 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0506709888577461</threshold><left_val>0.1848621964454651</left_val><right_val>0.5230404138565064</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>1 0 15 2 -1.</_><_>1 1 15 1 2.</_></rects><tilted>0</tilted></feature><threshold>6.8665749859064817e-004</threshold><left_val>0.3840579986572266</left_val><right_val>0.5517945885658264</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>14 0 6 6 -1.</_><_>14 0 3 6 2.</_></rects><tilted>0</tilted></feature><threshold>8.3712432533502579e-003</threshold><left_val>0.4288564026355743</left_val><right_val>0.6131753921508789</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>5 3 3 1 -1.</_><_>6 3 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.2953069526702166e-003</threshold><left_val>0.2913674116134644</left_val><right_val>0.5280737876892090</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>14 0 6 6 -1.</_><_>14 0 3 6 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0419416800141335</threshold><left_val>0.7554799914360046</left_val><right_val>0.4856030941009522</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>0 3 20 10 -1.</_><_>0 8 20 5 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0235293805599213</threshold><left_val>0.2838279902935028</left_val><right_val>0.5256081223487854</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>14 0 6 6 -1.</_><_>14 0 3 6 2.</_></rects><tilted>0</tilted></feature><threshold>0.0408574491739273</threshold><left_val>0.4870935082435608</left_val><right_val>0.6277297139167786</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>0 0 6 6 -1.</_><_>3 0 3 6 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0254068691283464</threshold><left_val>0.7099707722663879</left_val><right_val>0.4575029015541077</right_val></_></_><_><!-- tree 33 --><_><!-- root node --><feature><rects><_>19 15 1 2 -1.</_><_>19 16 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>-4.1415440500713885e-004</threshold><left_val>0.4030886888504028</left_val><right_val>0.5469412207603455</right_val></_></_><_><!-- tree 34 --><_><!-- root node --><feature><rects><_>0 2 4 8 -1.</_><_>2 2 2 8 2.</_></rects><tilted>0</tilted></feature><threshold>0.0218241196125746</threshold><left_val>0.4502024054527283</left_val><right_val>0.6768701076507568</right_val></_></_><_><!-- tree 35 --><_><!-- root node --><feature><rects><_>2 1 18 4 -1.</_><_>11 1 9 2 2.</_><_>2 3 9 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0141140399500728</threshold><left_val>0.5442860722541809</left_val><right_val>0.3791700005531311</right_val></_></_><_><!-- tree 36 --><_><!-- root node --><feature><rects><_>8 12 1 2 -1.</_><_>8 13 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>6.7214590671937913e-005</threshold><left_val>0.4200463891029358</left_val><right_val>0.5873476266860962</right_val></_></_><_><!-- tree 37 --><_><!-- root node --><feature><rects><_>5 2 10 6 -1.</_><_>10 2 5 3 2.</_><_>5 5 5 3 2.</_></rects><tilted>0</tilted></feature><threshold>-7.9417638480663300e-003</threshold><left_val>0.3792561888694763</left_val><right_val>0.5585265755653381</right_val></_></_><_><!-- tree 38 --><_><!-- root node --><feature><rects><_>9 7 2 4 -1.</_><_>10 7 1 4 2.</_></rects><tilted>0</tilted></feature><threshold>-7.2144409641623497e-003</threshold><left_val>0.7253103852272034</left_val><right_val>0.4603548943996429</right_val></_></_><_><!-- tree 39 --><_><!-- root node --><feature><rects><_>9 7 3 3 -1.</_><_>10 7 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>2.5817339774221182e-003</threshold><left_val>0.4693301916122437</left_val><right_val>0.5900238752365112</right_val></_></_><_><!-- tree 40 --><_><!-- root node --><feature><rects><_>4 5 12 8 -1.</_><_>8 5 4 8 3.</_></rects><tilted>0</tilted></feature><threshold>0.1340931951999664</threshold><left_val>0.5149213075637817</left_val><right_val>0.1808844953775406</right_val></_></_><_><!-- tree 41 --><_><!-- root node --><feature><rects><_>15 15 4 3 -1.</_><_>15 16 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>2.2962710354477167e-003</threshold><left_val>0.5399743914604187</left_val><right_val>0.3717867136001587</right_val></_></_><_><!-- tree 42 --><_><!-- root node --><feature><rects><_>8 18 3 1 -1.</_><_>9 18 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.1575849968940020e-003</threshold><left_val>0.2408495992422104</left_val><right_val>0.5148863792419434</right_val></_></_><_><!-- tree 43 --><_><!-- root node --><feature><rects><_>9 13 4 3 -1.</_><_>9 14 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-4.9196188338100910e-003</threshold><left_val>0.6573588252067566</left_val><right_val>0.4738740026950836</right_val></_></_><_><!-- tree 44 --><_><!-- root node --><feature><rects><_>7 13 4 3 -1.</_><_>7 14 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.6267469618469477e-003</threshold><left_val>0.4192821979522705</left_val><right_val>0.6303114295005798</right_val></_></_><_><!-- tree 45 --><_><!-- root node --><feature><rects><_>19 15 1 2 -1.</_><_>19 16 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>3.3413388882763684e-004</threshold><left_val>0.5540298223495483</left_val><right_val>0.3702101111412048</right_val></_></_><_><!-- tree 46 --><_><!-- root node --><feature><rects><_>0 15 8 4 -1.</_><_>0 17 8 2 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0266980808228254</threshold><left_val>0.1710917949676514</left_val><right_val>0.5101410746574402</right_val></_></_><_><!-- tree 47 --><_><!-- root node --><feature><rects><_>9 3 6 4 -1.</_><_>11 3 2 4 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0305618792772293</threshold><left_val>0.1904218047857285</left_val><right_val>0.5168793797492981</right_val></_></_><_><!-- tree 48 --><_><!-- root node --><feature><rects><_>8 14 4 3 -1.</_><_>8 15 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>2.8511548880487680e-003</threshold><left_val>0.4447506964206696</left_val><right_val>0.6313853859901428</right_val></_></_><_><!-- tree 49 --><_><!-- root node --><feature><rects><_>3 14 14 6 -1.</_><_>3 16 14 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0362114794552326</threshold><left_val>0.2490727007389069</left_val><right_val>0.5377349257469177</right_val></_></_><_><!-- tree 50 --><_><!-- root node --><feature><rects><_>6 3 6 6 -1.</_><_>6 6 6 3 2.</_></rects><tilted>0</tilted></feature><threshold>-2.4115189444273710e-003</threshold><left_val>0.5381243228912354</left_val><right_val>0.3664236962795258</right_val></_></_><_><!-- tree 51 --><_><!-- root node --><feature><rects><_>5 11 10 6 -1.</_><_>5 14 10 3 2.</_></rects><tilted>0</tilted></feature><threshold>-7.7253201743587852e-004</threshold><left_val>0.5530232191085815</left_val><right_val>0.3541550040245056</right_val></_></_><_><!-- tree 52 --><_><!-- root node --><feature><rects><_>3 10 3 4 -1.</_><_>4 10 1 4 3.</_></rects><tilted>0</tilted></feature><threshold>2.9481729143299162e-004</threshold><left_val>0.4132699072360992</left_val><right_val>0.5667243003845215</right_val></_></_><_><!-- tree 53 --><_><!-- root node --><feature><rects><_>13 9 2 2 -1.</_><_>13 9 1 2 2.</_></rects><tilted>0</tilted></feature><threshold>-6.2334560789167881e-003</threshold><left_val>0.0987872332334518</left_val><right_val>0.5198668837547302</right_val></_></_><_><!-- tree 54 --><_><!-- root node --><feature><rects><_>5 3 6 4 -1.</_><_>7 3 2 4 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0262747295200825</threshold><left_val>0.0911274924874306</left_val><right_val>0.5028107166290283</right_val></_></_><_><!-- tree 55 --><_><!-- root node --><feature><rects><_>9 7 3 3 -1.</_><_>10 7 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>5.3212260827422142e-003</threshold><left_val>0.4726648926734924</left_val><right_val>0.6222720742225647</right_val></_></_><_><!-- tree 56 --><_><!-- root node --><feature><rects><_>2 12 2 3 -1.</_><_>2 13 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-4.1129058226943016e-003</threshold><left_val>0.2157457023859024</left_val><right_val>0.5137804746627808</right_val></_></_><_><!-- tree 57 --><_><!-- root node --><feature><rects><_>9 8 3 12 -1.</_><_>9 12 3 4 3.</_></rects><tilted>0</tilted></feature><threshold>3.2457809429615736e-003</threshold><left_val>0.5410770773887634</left_val><right_val>0.3721776902675629</right_val></_></_><_><!-- tree 58 --><_><!-- root node --><feature><rects><_>3 14 4 6 -1.</_><_>3 14 2 3 2.</_><_>5 17 2 3 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0163597092032433</threshold><left_val>0.7787874937057495</left_val><right_val>0.4685291945934296</right_val></_></_><_><!-- tree 59 --><_><!-- root node --><feature><rects><_>16 15 2 2 -1.</_><_>16 16 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>3.2166109303943813e-004</threshold><left_val>0.5478987097740173</left_val><right_val>0.4240373969078064</right_val></_></_><_><!-- tree 60 --><_><!-- root node --><feature><rects><_>2 15 2 2 -1.</_><_>2 16 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>6.4452440710738301e-004</threshold><left_val>0.5330560803413391</left_val><right_val>0.3501324951648712</right_val></_></_><_><!-- tree 61 --><_><!-- root node --><feature><rects><_>8 12 4 3 -1.</_><_>8 13 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-7.8909732401371002e-003</threshold><left_val>0.6923521161079407</left_val><right_val>0.4726569056510925</right_val></_></_><_><!-- tree 62 --><_><!-- root node --><feature><rects><_>0 7 20 1 -1.</_><_>10 7 10 1 2.</_></rects><tilted>0</tilted></feature><threshold>0.0483362115919590</threshold><left_val>0.5055900216102600</left_val><right_val>0.0757492035627365</right_val></_></_><_><!-- tree 63 --><_><!-- root node --><feature><rects><_>7 6 8 3 -1.</_><_>7 6 4 3 2.</_></rects><tilted>0</tilted></feature><threshold>-7.5178127735853195e-004</threshold><left_val>0.3783741891384125</left_val><right_val>0.5538573861122131</right_val></_></_><_><!-- tree 64 --><_><!-- root node --><feature><rects><_>5 7 8 2 -1.</_><_>9 7 4 2 2.</_></rects><tilted>0</tilted></feature><threshold>-2.4953910615295172e-003</threshold><left_val>0.3081651031970978</left_val><right_val>0.5359612107276917</right_val></_></_><_><!-- tree 65 --><_><!-- root node --><feature><rects><_>9 7 3 5 -1.</_><_>10 7 1 5 3.</_></rects><tilted>0</tilted></feature><threshold>-2.2385010961443186e-003</threshold><left_val>0.6633958816528320</left_val><right_val>0.4649342894554138</right_val></_></_><_><!-- tree 66 --><_><!-- root node --><feature><rects><_>8 7 3 5 -1.</_><_>9 7 1 5 3.</_></rects><tilted>0</tilted></feature><threshold>-1.7988430336117744e-003</threshold><left_val>0.6596844792366028</left_val><right_val>0.4347187876701355</right_val></_></_><_><!-- tree 67 --><_><!-- root node --><feature><rects><_>11 1 3 5 -1.</_><_>12 1 1 5 3.</_></rects><tilted>0</tilted></feature><threshold>8.7860915809869766e-003</threshold><left_val>0.5231832861900330</left_val><right_val>0.2315579950809479</right_val></_></_><_><!-- tree 68 --><_><!-- root node --><feature><rects><_>6 2 3 6 -1.</_><_>7 2 1 6 3.</_></rects><tilted>0</tilted></feature><threshold>3.6715380847454071e-003</threshold><left_val>0.5204250216484070</left_val><right_val>0.2977376878261566</right_val></_></_><_><!-- tree 69 --><_><!-- root node --><feature><rects><_>14 14 6 5 -1.</_><_>14 14 3 5 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0353364497423172</threshold><left_val>0.7238878011703491</left_val><right_val>0.4861505031585693</right_val></_></_><_><!-- tree 70 --><_><!-- root node --><feature><rects><_>9 8 2 2 -1.</_><_>9 9 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>-6.9189240457490087e-004</threshold><left_val>0.3105022013187408</left_val><right_val>0.5229824781417847</right_val></_></_><_><!-- tree 71 --><_><!-- root node --><feature><rects><_>10 7 1 3 -1.</_><_>10 8 1 1 3.</_></rects><tilted>0</tilted></feature><threshold>-3.3946109469980001e-003</threshold><left_val>0.3138968050479889</left_val><right_val>0.5210173726081848</right_val></_></_><_><!-- tree 72 --><_><!-- root node --><feature><rects><_>6 6 2 2 -1.</_><_>6 6 1 1 2.</_><_>7 7 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>9.8569283727556467e-004</threshold><left_val>0.4536580145359039</left_val><right_val>0.6585097908973694</right_val></_></_><_><!-- tree 73 --><_><!-- root node --><feature><rects><_>2 11 18 4 -1.</_><_>11 11 9 2 2.</_><_>2 13 9 2 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0501631014049053</threshold><left_val>0.1804454028606415</left_val><right_val>0.5198916792869568</right_val></_></_><_><!-- tree 74 --><_><!-- root node --><feature><rects><_>6 6 2 2 -1.</_><_>6 6 1 1 2.</_><_>7 7 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>-2.2367259953171015e-003</threshold><left_val>0.7255702018737793</left_val><right_val>0.4651359021663666</right_val></_></_><_><!-- tree 75 --><_><!-- root node --><feature><rects><_>0 15 20 2 -1.</_><_>0 16 20 1 2.</_></rects><tilted>0</tilted></feature><threshold>7.4326287722215056e-004</threshold><left_val>0.4412921071052551</left_val><right_val>0.5898545980453491</right_val></_></_><_><!-- tree 76 --><_><!-- root node --><feature><rects><_>4 14 2 3 -1.</_><_>4 15 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-9.3485182151198387e-004</threshold><left_val>0.3500052988529205</left_val><right_val>0.5366017818450928</right_val></_></_><_><!-- tree 77 --><_><!-- root node --><feature><rects><_>8 14 4 3 -1.</_><_>8 15 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>0.0174979399889708</threshold><left_val>0.4912194907665253</left_val><right_val>0.8315284848213196</right_val></_></_><_><!-- tree 78 --><_><!-- root node --><feature><rects><_>8 7 2 3 -1.</_><_>8 8 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.5200000489130616e-003</threshold><left_val>0.3570275902748108</left_val><right_val>0.5370560288429260</right_val></_></_><_><!-- tree 79 --><_><!-- root node --><feature><rects><_>9 10 2 3 -1.</_><_>9 11 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>7.8003940870985389e-004</threshold><left_val>0.4353772103786469</left_val><right_val>0.5967335104942322</right_val></_></_></trees><stage_threshold>39.1072883605957030</stage_threshold><parent>9</parent><next>-1</next></_><_><!-- stage 11 --><trees><_><!-- tree 0 --><_><!-- root node --><feature><rects><_>5 4 10 4 -1.</_><_>5 6 10 2 2.</_></rects><tilted>0</tilted></feature><threshold>-9.9945552647113800e-003</threshold><left_val>0.6162583231925964</left_val><right_val>0.3054533004760742</right_val></_></_><_><!-- tree 1 --><_><!-- root node --><feature><rects><_>9 7 6 4 -1.</_><_>12 7 3 2 2.</_><_>9 9 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>-1.1085229925811291e-003</threshold><left_val>0.5818294882774353</left_val><right_val>0.3155578076839447</right_val></_></_><_><!-- tree 2 --><_><!-- root node --><feature><rects><_>4 7 3 6 -1.</_><_>4 9 3 2 3.</_></rects><tilted>0</tilted></feature><threshold>1.0364380432292819e-003</threshold><left_val>0.2552052140235901</left_val><right_val>0.5692911744117737</right_val></_></_><_><!-- tree 3 --><_><!-- root node --><feature><rects><_>11 15 4 4 -1.</_><_>13 15 2 2 2.</_><_>11 17 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>6.8211311008781195e-004</threshold><left_val>0.3685089945793152</left_val><right_val>0.5934931039810181</right_val></_></_><_><!-- tree 4 --><_><!-- root node --><feature><rects><_>7 8 4 2 -1.</_><_>7 9 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>-6.8057340104132891e-004</threshold><left_val>0.2332392036914825</left_val><right_val>0.5474792122840881</right_val></_></_><_><!-- tree 5 --><_><!-- root node --><feature><rects><_>13 1 4 3 -1.</_><_>13 1 2 3 2.</_></rects><tilted>0</tilted></feature><threshold>2.6068789884448051e-004</threshold><left_val>0.3257457017898560</left_val><right_val>0.5667545795440674</right_val></_></_><_><!-- tree 6 --><_><!-- root node --><feature><rects><_>5 15 4 4 -1.</_><_>5 15 2 2 2.</_><_>7 17 2 2 2.</_></rects><tilted>0</tilted></feature><threshold>5.1607372006401420e-004</threshold><left_val>0.3744716942310333</left_val><right_val>0.5845472812652588</right_val></_></_><_><!-- tree 7 --><_><!-- root node --><feature><rects><_>9 5 4 7 -1.</_><_>9 5 2 7 2.</_></rects><tilted>0</tilted></feature><threshold>8.5007521556690335e-004</threshold><left_val>0.3420371115207672</left_val><right_val>0.5522807240486145</right_val></_></_><_><!-- tree 8 --><_><!-- root node --><feature><rects><_>5 6 8 3 -1.</_><_>9 6 4 3 2.</_></rects><tilted>0</tilted></feature><threshold>-1.8607829697430134e-003</threshold><left_val>0.2804419994354248</left_val><right_val>0.5375424027442932</right_val></_></_><_><!-- tree 9 --><_><!-- root node --><feature><rects><_>9 9 2 2 -1.</_><_>9 10 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>-1.5033970121294260e-003</threshold><left_val>0.2579050958156586</left_val><right_val>0.5498952269554138</right_val></_></_><_><!-- tree 10 --><_><!-- root node --><feature><rects><_>7 15 5 3 -1.</_><_>7 16 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>2.3478909861296415e-003</threshold><left_val>0.4175156056880951</left_val><right_val>0.6313710808753967</right_val></_></_><_><!-- tree 11 --><_><!-- root node --><feature><rects><_>11 10 4 3 -1.</_><_>11 10 2 3 2.</_></rects><tilted>0</tilted></feature><threshold>-2.8880240279249847e-004</threshold><left_val>0.5865169763565064</left_val><right_val>0.4052666127681732</right_val></_></_><_><!-- tree 12 --><_><!-- root node --><feature><rects><_>6 9 8 10 -1.</_><_>6 14 8 5 2.</_></rects><tilted>0</tilted></feature><threshold>8.9405477046966553e-003</threshold><left_val>0.5211141109466553</left_val><right_val>0.2318654060363770</right_val></_></_><_><!-- tree 13 --><_><!-- root node --><feature><rects><_>10 11 6 2 -1.</_><_>10 11 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0193277392536402</threshold><left_val>0.2753432989120483</left_val><right_val>0.5241525769233704</right_val></_></_><_><!-- tree 14 --><_><!-- root node --><feature><rects><_>4 11 6 2 -1.</_><_>7 11 3 2 2.</_></rects><tilted>0</tilted></feature><threshold>-2.0202060113660991e-004</threshold><left_val>0.5722978711128235</left_val><right_val>0.3677195906639099</right_val></_></_><_><!-- tree 15 --><_><!-- root node --><feature><rects><_>11 3 8 1 -1.</_><_>11 3 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>2.1179069299250841e-003</threshold><left_val>0.4466108083724976</left_val><right_val>0.5542430877685547</right_val></_></_><_><!-- tree 16 --><_><!-- root node --><feature><rects><_>6 3 3 2 -1.</_><_>7 3 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-1.7743760254234076e-003</threshold><left_val>0.2813253104686737</left_val><right_val>0.5300959944725037</right_val></_></_><_><!-- tree 17 --><_><!-- root node --><feature><rects><_>14 5 6 5 -1.</_><_>14 5 3 5 2.</_></rects><tilted>0</tilted></feature><threshold>4.2234458960592747e-003</threshold><left_val>0.4399709999561310</left_val><right_val>0.5795428156852722</right_val></_></_><_><!-- tree 18 --><_><!-- root node --><feature><rects><_>7 5 2 12 -1.</_><_>7 11 2 6 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0143752200528979</threshold><left_val>0.2981117963790894</left_val><right_val>0.5292059183120728</right_val></_></_><_><!-- tree 19 --><_><!-- root node --><feature><rects><_>8 11 4 3 -1.</_><_>8 12 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0153491804376245</threshold><left_val>0.7705215215682983</left_val><right_val>0.4748171865940094</right_val></_></_><_><!-- tree 20 --><_><!-- root node --><feature><rects><_>4 1 2 3 -1.</_><_>5 1 1 3 2.</_></rects><tilted>0</tilted></feature><threshold>1.5152279956964776e-005</threshold><left_val>0.3718844056129456</left_val><right_val>0.5576897263526917</right_val></_></_><_><!-- tree 21 --><_><!-- root node --><feature><rects><_>18 3 2 6 -1.</_><_>18 5 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-9.1293919831514359e-003</threshold><left_val>0.3615196049213409</left_val><right_val>0.5286766886711121</right_val></_></_><_><!-- tree 22 --><_><!-- root node --><feature><rects><_>0 3 2 6 -1.</_><_>0 5 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>2.2512159775942564e-003</threshold><left_val>0.5364704728126526</left_val><right_val>0.3486298024654388</right_val></_></_><_><!-- tree 23 --><_><!-- root node --><feature><rects><_>9 12 2 3 -1.</_><_>9 13 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-4.9696918576955795e-003</threshold><left_val>0.6927651762962341</left_val><right_val>0.4676836133003235</right_val></_></_><_><!-- tree 24 --><_><!-- root node --><feature><rects><_>7 13 4 3 -1.</_><_>7 14 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0128290103748441</threshold><left_val>0.7712153792381287</left_val><right_val>0.4660735130310059</right_val></_></_><_><!-- tree 25 --><_><!-- root node --><feature><rects><_>18 0 2 6 -1.</_><_>18 2 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>-9.3660065904259682e-003</threshold><left_val>0.3374983966350555</left_val><right_val>0.5351287722587585</right_val></_></_><_><!-- tree 26 --><_><!-- root node --><feature><rects><_>0 0 2 6 -1.</_><_>0 2 2 2 3.</_></rects><tilted>0</tilted></feature><threshold>3.2452319283038378e-003</threshold><left_val>0.5325189828872681</left_val><right_val>0.3289610147476196</right_val></_></_><_><!-- tree 27 --><_><!-- root node --><feature><rects><_>8 14 6 3 -1.</_><_>8 15 6 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0117235602810979</threshold><left_val>0.6837652921676636</left_val><right_val>0.4754300117492676</right_val></_></_><_><!-- tree 28 --><_><!-- root node --><feature><rects><_>7 4 2 4 -1.</_><_>8 4 1 4 2.</_></rects><tilted>0</tilted></feature><threshold>2.9257940695970319e-005</threshold><left_val>0.3572087883949280</left_val><right_val>0.5360502004623413</right_val></_></_><_><!-- tree 29 --><_><!-- root node --><feature><rects><_>8 5 4 6 -1.</_><_>8 7 4 2 3.</_></rects><tilted>0</tilted></feature><threshold>-2.2244219508138485e-005</threshold><left_val>0.5541427135467529</left_val><right_val>0.3552064001560211</right_val></_></_><_><!-- tree 30 --><_><!-- root node --><feature><rects><_>6 4 2 2 -1.</_><_>7 4 1 2 2.</_></rects><tilted>0</tilted></feature><threshold>5.0881509669125080e-003</threshold><left_val>0.5070844292640686</left_val><right_val>0.1256462037563324</right_val></_></_><_><!-- tree 31 --><_><!-- root node --><feature><rects><_>3 14 14 4 -1.</_><_>10 14 7 2 2.</_><_>3 16 7 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0274296794086695</threshold><left_val>0.5269560217857361</left_val><right_val>0.1625818014144898</right_val></_></_><_><!-- tree 32 --><_><!-- root node --><feature><rects><_>6 15 6 2 -1.</_><_>6 15 3 1 2.</_><_>9 16 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>-6.4142867922782898e-003</threshold><left_val>0.7145588994026184</left_val><right_val>0.4584197103977203</right_val></_></_><_><!-- tree 33 --><_><!-- root node --><feature><rects><_>14 15 6 2 -1.</_><_>14 16 6 1 2.</_></rects><tilted>0</tilted></feature><threshold>3.3479959238320589e-003</threshold><left_val>0.5398612022399902</left_val><right_val>0.3494696915149689</right_val></_></_><_><!-- tree 34 --><_><!-- root node --><feature><rects><_>2 12 12 8 -1.</_><_>2 16 12 4 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0826354920864105</threshold><left_val>0.2439192980527878</left_val><right_val>0.5160226225852966</right_val></_></_><_><!-- tree 35 --><_><!-- root node --><feature><rects><_>7 7 7 2 -1.</_><_>7 8 7 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.0261740535497665e-003</threshold><left_val>0.3886891901493073</left_val><right_val>0.5767908096313477</right_val></_></_><_><!-- tree 36 --><_><!-- root node --><feature><rects><_>0 2 18 2 -1.</_><_>0 3 18 1 2.</_></rects><tilted>0</tilted></feature><threshold>-1.6307090409100056e-003</threshold><left_val>0.3389458060264587</left_val><right_val>0.5347700715065002</right_val></_></_><_><!-- tree 37 --><_><!-- root node --><feature><rects><_>9 6 2 5 -1.</_><_>9 6 1 5 2.</_></rects><tilted>0</tilted></feature><threshold>2.4546680506318808e-003</threshold><left_val>0.4601413905620575</left_val><right_val>0.6387246847152710</right_val></_></_><_><!-- tree 38 --><_><!-- root node --><feature><rects><_>7 5 3 8 -1.</_><_>8 5 1 8 3.</_></rects><tilted>0</tilted></feature><threshold>-9.9476519972085953e-004</threshold><left_val>0.5769879221916199</left_val><right_val>0.4120396077632904</right_val></_></_><_><!-- tree 39 --><_><!-- root node --><feature><rects><_>9 6 3 4 -1.</_><_>10 6 1 4 3.</_></rects><tilted>0</tilted></feature><threshold>0.0154091902077198</threshold><left_val>0.4878709018230438</left_val><right_val>0.7089822292327881</right_val></_></_><_><!-- tree 40 --><_><!-- root node --><feature><rects><_>4 13 3 2 -1.</_><_>4 14 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.1784400558099151e-003</threshold><left_val>0.5263553261756897</left_val><right_val>0.2895244956016541</right_val></_></_><_><!-- tree 41 --><_><!-- root node --><feature><rects><_>9 4 6 3 -1.</_><_>11 4 2 3 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0277019198983908</threshold><left_val>0.1498828977346420</left_val><right_val>0.5219606757164002</right_val></_></_><_><!-- tree 42 --><_><!-- root node --><feature><rects><_>5 4 6 3 -1.</_><_>7 4 2 3 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0295053999871016</threshold><left_val>0.0248933192342520</left_val><right_val>0.4999816119670868</right_val></_></_><_><!-- tree 43 --><_><!-- root node --><feature><rects><_>14 11 5 2 -1.</_><_>14 12 5 1 2.</_></rects><tilted>0</tilted></feature><threshold>4.5159430010244250e-004</threshold><left_val>0.5464622974395752</left_val><right_val>0.4029662907123566</right_val></_></_><_><!-- tree 44 --><_><!-- root node --><feature><rects><_>1 2 6 9 -1.</_><_>3 2 2 9 3.</_></rects><tilted>0</tilted></feature><threshold>7.1772639639675617e-003</threshold><left_val>0.4271056950092316</left_val><right_val>0.5866296887397766</right_val></_></_><_><!-- tree 45 --><_><!-- root node --><feature><rects><_>14 6 6 13 -1.</_><_>14 6 3 13 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0741820484399796</threshold><left_val>0.6874179244041443</left_val><right_val>0.4919027984142304</right_val></_></_><_><!-- tree 46 --><_><!-- root node --><feature><rects><_>3 6 14 8 -1.</_><_>3 6 7 4 2.</_><_>10 10 7 4 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0172541607171297</threshold><left_val>0.3370676040649414</left_val><right_val>0.5348739027976990</right_val></_></_><_><!-- tree 47 --><_><!-- root node --><feature><rects><_>16 0 4 11 -1.</_><_>16 0 2 11 2.</_></rects><tilted>0</tilted></feature><threshold>0.0148515598848462</threshold><left_val>0.4626792967319489</left_val><right_val>0.6129904985427856</right_val></_></_><_><!-- tree 48 --><_><!-- root node --><feature><rects><_>3 4 12 12 -1.</_><_>3 4 6 6 2.</_><_>9 10 6 6 2.</_></rects><tilted>0</tilted></feature><threshold>0.0100020002573729</threshold><left_val>0.5346122980117798</left_val><right_val>0.3423453867435455</right_val></_></_><_><!-- tree 49 --><_><!-- root node --><feature><rects><_>11 4 5 3 -1.</_><_>11 5 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>2.0138120744377375e-003</threshold><left_val>0.4643830060958862</left_val><right_val>0.5824304223060608</right_val></_></_><_><!-- tree 50 --><_><!-- root node --><feature><rects><_>4 11 4 2 -1.</_><_>4 12 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.5135470312088728e-003</threshold><left_val>0.5196396112442017</left_val><right_val>0.2856149971485138</right_val></_></_><_><!-- tree 51 --><_><!-- root node --><feature><rects><_>10 7 2 2 -1.</_><_>10 7 1 2 2.</_></rects><tilted>0</tilted></feature><threshold>3.1381431035697460e-003</threshold><left_val>0.4838162958621979</left_val><right_val>0.5958529710769653</right_val></_></_><_><!-- tree 52 --><_><!-- root node --><feature><rects><_>8 7 2 2 -1.</_><_>9 7 1 2 2.</_></rects><tilted>0</tilted></feature><threshold>-5.1450440660119057e-003</threshold><left_val>0.8920302987098694</left_val><right_val>0.4741412103176117</right_val></_></_><_><!-- tree 53 --><_><!-- root node --><feature><rects><_>9 17 3 2 -1.</_><_>10 17 1 2 3.</_></rects><tilted>0</tilted></feature><threshold>-4.4736708514392376e-003</threshold><left_val>0.2033942937850952</left_val><right_val>0.5337278842926025</right_val></_></_><_><!-- tree 54 --><_><!-- root node --><feature><rects><_>5 6 3 3 -1.</_><_>5 7 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>1.9628470763564110e-003</threshold><left_val>0.4571633934974670</left_val><right_val>0.6725863218307495</right_val></_></_><_><!-- tree 55 --><_><!-- root node --><feature><rects><_>10 0 3 3 -1.</_><_>11 0 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>5.4260450415313244e-003</threshold><left_val>0.5271108150482178</left_val><right_val>0.2845670878887177</right_val></_></_><_><!-- tree 56 --><_><!-- root node --><feature><rects><_>5 6 6 2 -1.</_><_>5 6 3 1 2.</_><_>8 7 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>4.9611460417509079e-004</threshold><left_val>0.4138312935829163</left_val><right_val>0.5718597769737244</right_val></_></_><_><!-- tree 57 --><_><!-- root node --><feature><rects><_>12 16 4 3 -1.</_><_>12 17 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>9.3728788197040558e-003</threshold><left_val>0.5225151181221008</left_val><right_val>0.2804847061634064</right_val></_></_><_><!-- tree 58 --><_><!-- root node --><feature><rects><_>3 12 3 2 -1.</_><_>3 13 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>6.0500897234305739e-004</threshold><left_val>0.5236768722534180</left_val><right_val>0.3314523994922638</right_val></_></_><_><!-- tree 59 --><_><!-- root node --><feature><rects><_>9 12 3 2 -1.</_><_>9 13 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>5.6792551185935736e-004</threshold><left_val>0.4531059861183167</left_val><right_val>0.6276971101760864</right_val></_></_><_><!-- tree 60 --><_><!-- root node --><feature><rects><_>1 11 16 4 -1.</_><_>1 11 8 2 2.</_><_>9 13 8 2 2.</_></rects><tilted>0</tilted></feature><threshold>0.0246443394571543</threshold><left_val>0.5130851864814758</left_val><right_val>0.2017143964767456</right_val></_></_><_><!-- tree 61 --><_><!-- root node --><feature><rects><_>12 4 3 3 -1.</_><_>12 5 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0102904504165053</threshold><left_val>0.7786595225334168</left_val><right_val>0.4876641035079956</right_val></_></_><_><!-- tree 62 --><_><!-- root node --><feature><rects><_>4 4 5 3 -1.</_><_>4 5 5 1 3.</_></rects><tilted>0</tilted></feature><threshold>2.0629419013857841e-003</threshold><left_val>0.4288598895072937</left_val><right_val>0.5881264209747315</right_val></_></_><_><!-- tree 63 --><_><!-- root node --><feature><rects><_>12 16 4 3 -1.</_><_>12 17 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-5.0519481301307678e-003</threshold><left_val>0.3523977994918823</left_val><right_val>0.5286008715629578</right_val></_></_><_><!-- tree 64 --><_><!-- root node --><feature><rects><_>5 4 3 3 -1.</_><_>5 5 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>-5.7692620903253555e-003</threshold><left_val>0.6841086149215698</left_val><right_val>0.4588094055652618</right_val></_></_><_><!-- tree 65 --><_><!-- root node --><feature><rects><_>9 0 2 2 -1.</_><_>9 1 2 1 2.</_></rects><tilted>0</tilted></feature><threshold>-4.5789941214025021e-004</threshold><left_val>0.3565520048141480</left_val><right_val>0.5485978126525879</right_val></_></_><_><!-- tree 66 --><_><!-- root node --><feature><rects><_>8 9 4 2 -1.</_><_>8 10 4 1 2.</_></rects><tilted>0</tilted></feature><threshold>-7.5918837683275342e-004</threshold><left_val>0.3368793129920960</left_val><right_val>0.5254197120666504</right_val></_></_><_><!-- tree 67 --><_><!-- root node --><feature><rects><_>8 8 4 3 -1.</_><_>8 9 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.7737259622663260e-003</threshold><left_val>0.3422161042690277</left_val><right_val>0.5454015135765076</right_val></_></_><_><!-- tree 68 --><_><!-- root node --><feature><rects><_>0 13 6 3 -1.</_><_>2 13 2 3 3.</_></rects><tilted>0</tilted></feature><threshold>-8.5610467940568924e-003</threshold><left_val>0.6533612012863159</left_val><right_val>0.4485856890678406</right_val></_></_><_><!-- tree 69 --><_><!-- root node --><feature><rects><_>16 14 3 2 -1.</_><_>16 15 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.7277270089834929e-003</threshold><left_val>0.5307580232620239</left_val><right_val>0.3925352990627289</right_val></_></_><_><!-- tree 70 --><_><!-- root node --><feature><rects><_>1 18 18 2 -1.</_><_>7 18 6 2 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0281996093690395</threshold><left_val>0.6857458949089050</left_val><right_val>0.4588584005832672</right_val></_></_><_><!-- tree 71 --><_><!-- root node --><feature><rects><_>16 14 3 2 -1.</_><_>16 15 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>-1.7781109781935811e-003</threshold><left_val>0.4037851095199585</left_val><right_val>0.5369856953620911</right_val></_></_><_><!-- tree 72 --><_><!-- root node --><feature><rects><_>1 14 3 2 -1.</_><_>1 15 3 1 2.</_></rects><tilted>0</tilted></feature><threshold>3.3177141449414194e-004</threshold><left_val>0.5399798750877380</left_val><right_val>0.3705750107765198</right_val></_></_><_><!-- tree 73 --><_><!-- root node --><feature><rects><_>7 14 6 3 -1.</_><_>7 15 6 1 3.</_></rects><tilted>0</tilted></feature><threshold>2.6385399978607893e-003</threshold><left_val>0.4665437042713165</left_val><right_val>0.6452730894088745</right_val></_></_><_><!-- tree 74 --><_><!-- root node --><feature><rects><_>5 14 8 3 -1.</_><_>5 15 8 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.1183069329708815e-003</threshold><left_val>0.5914781093597412</left_val><right_val>0.4064677059650421</right_val></_></_><_><!-- tree 75 --><_><!-- root node --><feature><rects><_>10 6 4 14 -1.</_><_>10 6 2 14 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0147732896730304</threshold><left_val>0.3642038106918335</left_val><right_val>0.5294762849807739</right_val></_></_><_><!-- tree 76 --><_><!-- root node --><feature><rects><_>6 6 4 14 -1.</_><_>8 6 2 14 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0168154407292604</threshold><left_val>0.2664231956005096</left_val><right_val>0.5144972801208496</right_val></_></_><_><!-- tree 77 --><_><!-- root node --><feature><rects><_>13 5 2 3 -1.</_><_>13 6 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-6.3370140269398689e-003</threshold><left_val>0.6779531240463257</left_val><right_val>0.4852097928524017</right_val></_></_><_><!-- tree 78 --><_><!-- root node --><feature><rects><_>7 16 6 1 -1.</_><_>9 16 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-4.4560048991115764e-005</threshold><left_val>0.5613964796066284</left_val><right_val>0.4153054058551788</right_val></_></_><_><!-- tree 79 --><_><!-- root node --><feature><rects><_>9 12 3 3 -1.</_><_>9 13 3 1 3.</_></rects><tilted>0</tilted></feature><threshold>-1.0240620467811823e-003</threshold><left_val>0.5964478254318237</left_val><right_val>0.4566304087638855</right_val></_></_><_><!-- tree 80 --><_><!-- root node --><feature><rects><_>7 0 3 3 -1.</_><_>8 0 1 3 3.</_></rects><tilted>0</tilted></feature><threshold>-2.3161689750850201e-003</threshold><left_val>0.2976115047931671</left_val><right_val>0.5188159942626953</right_val></_></_><_><!-- tree 81 --><_><!-- root node --><feature><rects><_>4 0 16 18 -1.</_><_>4 9 16 9 2.</_></rects><tilted>0</tilted></feature><threshold>0.5321757197380066</threshold><left_val>0.5187839269638062</left_val><right_val>0.2202631980180740</right_val></_></_><_><!-- tree 82 --><_><!-- root node --><feature><rects><_>1 1 16 14 -1.</_><_>1 8 16 7 2.</_></rects><tilted>0</tilted></feature><threshold>-0.1664305031299591</threshold><left_val>0.1866022944450378</left_val><right_val>0.5060343146324158</right_val></_></_><_><!-- tree 83 --><_><!-- root node --><feature><rects><_>3 9 15 4 -1.</_><_>8 9 5 4 3.</_></rects><tilted>0</tilted></feature><threshold>0.1125352978706360</threshold><left_val>0.5212125182151794</left_val><right_val>0.1185022965073586</right_val></_></_><_><!-- tree 84 --><_><!-- root node --><feature><rects><_>6 12 7 3 -1.</_><_>6 13 7 1 3.</_></rects><tilted>0</tilted></feature><threshold>9.3046864494681358e-003</threshold><left_val>0.4589937031269074</left_val><right_val>0.6826149225234985</right_val></_></_><_><!-- tree 85 --><_><!-- root node --><feature><rects><_>14 15 2 3 -1.</_><_>14 16 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-4.6255099587142467e-003</threshold><left_val>0.3079940974712372</left_val><right_val>0.5225008726119995</right_val></_></_><_><!-- tree 86 --><_><!-- root node --><feature><rects><_>2 3 16 14 -1.</_><_>2 3 8 7 2.</_><_>10 10 8 7 2.</_></rects><tilted>0</tilted></feature><threshold>-0.1111646965146065</threshold><left_val>0.2101044058799744</left_val><right_val>0.5080801844596863</right_val></_></_><_><!-- tree 87 --><_><!-- root node --><feature><rects><_>16 2 4 18 -1.</_><_>18 2 2 9 2.</_><_>16 11 2 9 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0108884396031499</threshold><left_val>0.5765355229377747</left_val><right_val>0.4790464043617249</right_val></_></_><_><!-- tree 88 --><_><!-- root node --><feature><rects><_>4 15 2 3 -1.</_><_>4 16 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>5.8564301580190659e-003</threshold><left_val>0.5065100193023682</left_val><right_val>0.1563598960638046</right_val></_></_><_><!-- tree 89 --><_><!-- root node --><feature><rects><_>16 2 4 18 -1.</_><_>18 2 2 9 2.</_><_>16 11 2 9 2.</_></rects><tilted>0</tilted></feature><threshold>0.0548543892800808</threshold><left_val>0.4966914951801300</left_val><right_val>0.7230510711669922</right_val></_></_><_><!-- tree 90 --><_><!-- root node --><feature><rects><_>1 1 8 3 -1.</_><_>1 2 8 1 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0111973397433758</threshold><left_val>0.2194979041814804</left_val><right_val>0.5098798274993897</right_val></_></_><_><!-- tree 91 --><_><!-- root node --><feature><rects><_>8 11 4 3 -1.</_><_>8 12 4 1 3.</_></rects><tilted>0</tilted></feature><threshold>4.4069071300327778e-003</threshold><left_val>0.4778401851654053</left_val><right_val>0.6770902872085571</right_val></_></_><_><!-- tree 92 --><_><!-- root node --><feature><rects><_>5 11 5 9 -1.</_><_>5 14 5 3 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0636652931571007</threshold><left_val>0.1936362981796265</left_val><right_val>0.5081024169921875</right_val></_></_><_><!-- tree 93 --><_><!-- root node --><feature><rects><_>16 0 4 11 -1.</_><_>16 0 2 11 2.</_></rects><tilted>0</tilted></feature><threshold>-9.8081491887569427e-003</threshold><left_val>0.5999063253402710</left_val><right_val>0.4810341000556946</right_val></_></_><_><!-- tree 94 --><_><!-- root node --><feature><rects><_>7 0 6 1 -1.</_><_>9 0 2 1 3.</_></rects><tilted>0</tilted></feature><threshold>-2.1717099007219076e-003</threshold><left_val>0.3338333964347839</left_val><right_val>0.5235472917556763</right_val></_></_><_><!-- tree 95 --><_><!-- root node --><feature><rects><_>16 3 3 7 -1.</_><_>17 3 1 7 3.</_></rects><tilted>0</tilted></feature><threshold>-0.0133155202493072</threshold><left_val>0.6617069840431213</left_val><right_val>0.4919213056564331</right_val></_></_><_><!-- tree 96 --><_><!-- root node --><feature><rects><_>1 3 3 7 -1.</_><_>2 3 1 7 3.</_></rects><tilted>0</tilted></feature><threshold>2.5442079640924931e-003</threshold><left_val>0.4488744139671326</left_val><right_val>0.6082184910774231</right_val></_></_><_><!-- tree 97 --><_><!-- root node --><feature><rects><_>7 8 6 12 -1.</_><_>7 12 6 4 3.</_></rects><tilted>0</tilted></feature><threshold>0.0120378397405148</threshold><left_val>0.5409392118453980</left_val><right_val>0.3292432129383087</right_val></_></_><_><!-- tree 98 --><_><!-- root node --><feature><rects><_>0 0 4 11 -1.</_><_>2 0 2 11 2.</_></rects><tilted>0</tilted></feature><threshold>-0.0207010507583618</threshold><left_val>0.6819120049476624</left_val><right_val>0.4594995975494385</right_val></_></_><_><!-- tree 99 --><_><!-- root node --><feature><rects><_>14 0 6 20 -1.</_><_>14 0 3 20 2.</_></rects><tilted>0</tilted></feature><threshold>0.0276082791388035</threshold><left_val>0.4630792140960693</left_val><right_val>0.5767282843589783</right_val></_></_><_><!-- tree 100 --><_><!-- root node --><feature><rects><_>0 3 1 2 -1.</_><_>0 4 1 1 2.</_></rects><tilted>0</tilted></feature><threshold>1.2370620388537645e-003</threshold><left_val>0.5165379047393799</left_val><right_val>0.2635016143321991</right_val></_></_><_><!-- tree 101 --><_><!-- root node --><feature><rects><_>5 5 10 8 -1.</_><_>10 5 5 4 2.</_>

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