"C:\Program Files\Java\jdk1.8.0_65\bin\java" -Didea.launcher.port=7533 "-Didea.launcher.bin.path=C:\Program Files (x86)\JetBrains\IntelliJ IDEA Community Edition 2016.3.8\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\Java\jdk1.8.0_65\jre\lib\activation.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\charsets.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\deploy.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\access-bridge-64.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\activation.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\cldrdata.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\dnsns.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\j3dcore.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\j3dutils.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\jaccess.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\jfxrt.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\localedata.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\mail.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\nashorn.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\sunec.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\sunjce_provider.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\sunmscapi.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\sunpkcs11.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\vecmath.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\ext\zipfs.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\javaws.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\jce.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\jfr.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\jfxswt.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\jsse.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\mail.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\management-agent.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\plugin.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\resources.jar;C:\Program Files\Java\jdk1.8.0_65\jre\lib\rt.jar;E:\work\code\spectrum\JavaExperiments\H2OStandAlone33007\target\classes;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-core\3.30.0.7.1\h2o-core-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\org\openjdk\jmh\jmh-core\1.21\jmh-core-1.21.jar;C:\DevTools\maven-3.3.9\repository\net\sf\jopt-simple\jopt-simple\4.6\jopt-simple-4.6.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-logger\3.30.0.7.1\h2o-logger-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-webserver-iface\3.30.0.7.1\h2o-webserver-iface-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\commons-codec\commons-codec\1.9\commons-codec-1.9.jar;C:\DevTools\maven-3.3.9\repository\joda-time\joda-time\2.9.9\joda-time-2.9.9.jar;C:\DevTools\maven-3.3.9\repository\gov\nist\math\jama\1.0.3\jama-1.0.3.jar;C:\DevTools\maven-3.3.9\repository\org\javassist\javassist\3.25.0-GA\javassist-3.25.0-GA.jar;C:\DevTools\maven-3.3.9\repository\org\apache\commons\commons-math3\3.3\commons-math3-3.3.jar;C:\DevTools\maven-3.3.9\repository\commons-io\commons-io\2.4\commons-io-2.4.jar;C:\DevTools\maven-3.3.9\repository\com\github\wendykierp\JTransforms\3.1\JTransforms-3.1.jar;C:\DevTools\maven-3.3.9\repository\pl\edu\icm\JLargeArrays\1.5\JLargeArrays-1.5.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-jaas-pam\3.30.0.7.1\h2o-jaas-pam-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\org\kohsuke\libpam4j\1.9\libpam4j-1.9.jar;C:\DevTools\maven-3.3.9\repository\net\java\dev\jna\jna\4.1.0\jna-4.1.0.jar;C:\DevTools\maven-3.3.9\repository\org\apache\logging\log4j\log4j-core\2.13.3\log4j-core-2.13.3.jar;C:\DevTools\maven-3.3.9\repository\org\apache\logging\log4j\log4j-api\2.13.3\log4j-api-2.13.3.jar;C:\DevTools\maven-3.3.9\repository\org\apache\logging\log4j\log4j-1.2-api\2.13.3\log4j-1.2-api-2.13.3.jar;C:\DevTools\maven-3.3.9\repository\com\google\code\gson\gson\2.6.2\gson-2.6.2.jar;C:\DevTools\maven-3.3.9\repository\commons-lang\commons-lang\2.6\commons-lang-2.6.jar;C:\DevTools\maven-3.3.9\repository\no\priv\garshol\duke\duke\1.2\duke-1.2.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-bindings\3.30.0.7.1\h2o-bindings-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\com\squareup\retrofit2\retrofit\2.8.1\retrofit-2.8.1.jar;C:\DevTools\maven-3.3.9\repository\com\squareup\retrofit2\converter-gson\2.8.1\converter-gson-2.8.1.jar;C:\DevTools\maven-3.3.9\repository\com\squareup\okhttp3\okhttp\4.6.0\okhttp-4.6.0.jar;C:\DevTools\maven-3.3.9\repository\org\jetbrains\kotlin\kotlin-stdlib\1.3.71\kotlin-stdlib-1.3.71.jar;C:\DevTools\maven-3.3.9\repository\org\jetbrains\annotations\13.0\annotations-13.0.jar;C:\DevTools\maven-3.3.9\repository\com\squareup\okio\okio\2.6.0\okio-2.6.0.jar;C:\DevTools\maven-3.3.9\repository\org\jetbrains\kotlin\kotlin-stdlib-common\1.3.70\kotlin-stdlib-common-1.3.70.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-app\3.30.0.7.1\h2o-app-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-jetty-9\3.30.0.7.1\h2o-jetty-9-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-server\9.4.30.v20200611\jetty-server-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\javax\servlet\javax.servlet-api\3.1.0\javax.servlet-api-3.1.0.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-http\9.4.30.v20200611\jetty-http-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-io\9.4.30.v20200611\jetty-io-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-servlets\9.4.30.v20200611\jetty-servlets-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-continuation\9.4.30.v20200611\jetty-continuation-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-util\9.4.30.v20200611\jetty-util-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-jaas\9.4.30.v20200611\jetty-jaas-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-security\9.4.30.v20200611\jetty-security-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-proxy\9.4.30.v20200611\jetty-proxy-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-client\9.4.30.v20200611\jetty-client-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\org\eclipse\jetty\jetty-servlet\9.4.30.v20200611\jetty-servlet-9.4.30.v20200611.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-algos\3.30.0.7.1\h2o-algos-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\core\1.1.2\core-1.1.2.jar;C:\DevTools\maven-3.3.9\repository\net\sourceforge\f2j\arpack_combined_all\0.1\arpack_combined_all-0.1.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\netlib-native_ref-osx-x86_64\1.1\netlib-native_ref-osx-x86_64-1.1-natives.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\native_ref-java\1.1\native_ref-java-1.1.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\jniloader\1.1\jniloader-1.1.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\netlib-native_ref-linux-x86_64\1.1\netlib-native_ref-linux-x86_64-1.1-natives.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\netlib-native_ref-win-x86_64\1.1\netlib-native_ref-win-x86_64-1.1-natives.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\netlib-native_ref-linux-armhf\1.1\netlib-native_ref-linux-armhf-1.1-natives.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\netlib-native_system-osx-x86_64\1.1\netlib-native_system-osx-x86_64-1.1-natives.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\native_system-java\1.1\native_system-java-1.1.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\netlib-native_system-linux-x86_64\1.1\netlib-native_system-linux-x86_64-1.1-natives.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\netlib-native_system-linux-armhf\1.1\netlib-native_system-linux-armhf-1.1-natives.jar;C:\DevTools\maven-3.3.9\repository\com\github\fommil\netlib\netlib-native_system-win-x86_64\1.1\netlib-native_system-win-x86_64-1.1-natives.jar;C:\DevTools\maven-3.3.9\repository\com\googlecode\matrix-toolkits-java\mtj\1.0.4\mtj-1.0.4.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-automl\3.30.0.7.1\h2o-automl-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-ext-target-encoder\3.30.0.7.1\h2o-ext-target-encoder-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-genmodel\3.30.0.7.1\h2o-genmodel-3.30.0.7.1.jar;C:\DevTools\maven-3.3.9\repository\net\sf\opencsv\opencsv\2.3\opencsv-2.3.jar;C:\DevTools\maven-3.3.9\repository\ai\h2o\h2o-tree-api\0.3.9\h2o-tree-api-0.3.9.jar;C:\DevTools\maven-3.3.9\repository\com\squareup\okhttp\okhttp\2.0.0\okhttp-2.0.0.jar;C:\Program Files (x86)\JetBrains\IntelliJ IDEA Community Edition 2016.3.8\lib\idea_rt.jar" com.intellij.rt.execution.application.AppMain H2OStandalone [-Didea.launcher.port=7533, -Didea.launcher.bin.path=C:\Program Files (x86)\JetBrains\IntelliJ IDEA Community Edition 2016.3.8\bin, -Dfile.encoding=UTF-8] 2020-10-09 11:21:56.698:INFO::main: Logging initialized @1475ms to org.eclipse.jetty.util.log.StdErrLog 10-09 11:21:57.316 192.168.1.7:15436 46528 main INFO: ----- H2O started ----- 10-09 11:21:57.543 192.168.1.7:15436 46528 main INFO: Build git branch: (no branch) 10-09 11:21:57.543 192.168.1.7:15436 46528 main INFO: Build git hash: 42bc323d9860bac8b25e904eec22b9cf827abcb5 10-09 11:21:57.543 192.168.1.7:15436 46528 main INFO: Build git describe: jenkins-3.30.0.7-dirty 10-09 11:21:57.543 192.168.1.7:15436 46528 main INFO: Build project version: 3.30.0.7.1 10-09 11:21:57.543 192.168.1.7:15436 46528 main INFO: Build age: 2 months and 3 days 10-09 11:21:57.543 192.168.1.7:15436 46528 main INFO: Built by: 'admin.eng' 10-09 11:21:57.543 192.168.1.7:15436 46528 main INFO: Built on: '2020-08-05 15:29:28' 10-09 11:21:57.543 192.168.1.7:15436 46528 main INFO: Found H2O Core extensions: [] 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Processed H2O arguments: [-log_level, ALL, -name, _PB_STP_CLUSTER_, -port, 15436, -log_dir, E:\work\code\spectrum\JavaExperiments/] 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Java availableProcessors: 8 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Java heap totalMemory: 491.0 MB 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Java heap maxMemory: 7.09 GB 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Java version: Java 1.8.0_65 (from Oracle Corporation) 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: JVM launch parameters: [-Didea.launcher.port=7533, -Didea.launcher.bin.path=C:\Program Files (x86)\JetBrains\IntelliJ IDEA Community Edition 2016.3.8\bin, -Dfile.encoding=UTF-8] 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: JVM process id: 46528@SKY-9262661 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: OS version: Windows 10 10.0 (amd64) 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Machine physical memory: 31.88 GB 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Machine locale: en_US 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: X-h2o-cluster-id: 1602222715689 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: User name: 'Aditya.Kumar1' 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: IPv6 stack selected: false 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Possible IP Address: lo (Software Loopback Interface 1), 127.0.0.1 10-09 11:21:57.544 192.168.1.7:15436 46528 main INFO: Possible IP Address: lo (Software Loopback Interface 1), 0:0:0:0:0:0:0:1 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:net0 (Microsoft 6to4 Adapter) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:ppp0 (WAN Miniport (PPPOE)) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth0 (Intel(R) Ethernet Connection (4) I219-LM) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth1 (WAN Miniport (IPv6)) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:net1 (Microsoft IP-HTTPS Platform Adapter) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth2 (WAN Miniport (IP)) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:net2 (WAN Miniport (SSTP)) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth3 (VirtualBox Host-Only Ethernet Adapter) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Possible IP Address: wlan0 (Qualcomm QCA61x4A 802.11ac Wireless Adapter), 192.168.1.7 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:net3 (WAN Miniport (IKEv2)) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan1 (Microsoft Wi-Fi Direct Virtual Adapter #2) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:net4 (Juniper Networks Virtual Adapter Manager) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:net5 (WAN Miniport (L2TP)) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:net6 (Microsoft Teredo Tunneling Adapter) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth4 (Microsoft Kernel Debug Network Adapter) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:net7 (WAN Miniport (PPTP)) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth5 (Bluetooth Device (Personal Area Network)) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan2 (Microsoft Wi-Fi Direct Virtual Adapter) 10-09 11:21:57.545 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth6 (WAN Miniport (Network Monitor)) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Possible IP Address: eth7 (Juniper Networks Virtual Adapter), 10.84.41.116 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth8 (Intel(R) Ethernet Connection (4) I219-LM-WFP Native MAC Layer LightWeight Filter-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth9 (Intel(R) Ethernet Connection (4) I219-LM-VirtualBox NDIS Light-Weight Filter-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth10 (Intel(R) Ethernet Connection (4) I219-LM-QoS Packet Scheduler-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth11 (Intel(R) Ethernet Connection (4) I219-LM-WFP 802.3 MAC Layer LightWeight Filter-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan3 (Qualcomm QCA61x4A 802.11ac Wireless Adapter-WFP Native MAC Layer LightWeight Filter-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan4 (Qualcomm QCA61x4A 802.11ac Wireless Adapter-Virtual WiFi Filter Driver-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan5 (Qualcomm QCA61x4A 802.11ac Wireless Adapter-Native WiFi Filter Driver-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan6 (Qualcomm QCA61x4A 802.11ac Wireless Adapter-VirtualBox NDIS Light-Weight Filter-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan7 (Qualcomm QCA61x4A 802.11ac Wireless Adapter-QoS Packet Scheduler-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan8 (Qualcomm QCA61x4A 802.11ac Wireless Adapter-WFP 802.3 MAC Layer LightWeight Filter-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan9 (Microsoft Wi-Fi Direct Virtual Adapter-WFP Native MAC Layer LightWeight Filter-0000) 10-09 11:21:57.546 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan10 (Microsoft Wi-Fi Direct Virtual Adapter-Native WiFi Filter Driver-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan11 (Microsoft Wi-Fi Direct Virtual Adapter-VirtualBox NDIS Light-Weight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan12 (Microsoft Wi-Fi Direct Virtual Adapter-QoS Packet Scheduler-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan13 (Microsoft Wi-Fi Direct Virtual Adapter-WFP 802.3 MAC Layer LightWeight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth12 (WAN Miniport (IP)-WFP Native MAC Layer LightWeight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth13 (WAN Miniport (IP)-QoS Packet Scheduler-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth14 (WAN Miniport (IPv6)-WFP Native MAC Layer LightWeight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth15 (WAN Miniport (IPv6)-QoS Packet Scheduler-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth16 (WAN Miniport (Network Monitor)-WFP Native MAC Layer LightWeight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth17 (WAN Miniport (Network Monitor)-QoS Packet Scheduler-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth18 (Juniper Networks Virtual Adapter #2) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan14 (Microsoft Wi-Fi Direct Virtual Adapter #2-WFP Native MAC Layer LightWeight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan15 (Microsoft Wi-Fi Direct Virtual Adapter #2-Native WiFi Filter Driver-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan16 (Microsoft Wi-Fi Direct Virtual Adapter #2-VirtualBox NDIS Light-Weight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan17 (Microsoft Wi-Fi Direct Virtual Adapter #2-QoS Packet Scheduler-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:wlan18 (Microsoft Wi-Fi Direct Virtual Adapter #2-WFP 802.3 MAC Layer LightWeight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth19 (Juniper Networks Virtual Adapter-WFP Native MAC Layer LightWeight Filter-0000) 10-09 11:21:57.547 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth20 (Juniper Networks Virtual Adapter-VirtualBox NDIS Light-Weight Filter-0000) 10-09 11:21:57.548 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth21 (Juniper Networks Virtual Adapter-QoS Packet Scheduler-0000) 10-09 11:21:57.548 192.168.1.7:15436 46528 main INFO: Network interface is down: name:eth22 (Juniper Networks Virtual Adapter-WFP 802.3 MAC Layer LightWeight Filter-0000) 10-09 11:21:57.548 192.168.1.7:15436 46528 main INFO: Multiple local IPs detected: 10-09 11:21:57.548 192.168.1.7:15436 46528 main INFO: /192.168.1.7 /10.84.41.116 10-09 11:21:57.548 192.168.1.7:15436 46528 main INFO: Attempting to determine correct address... 10-09 11:21:57.548 192.168.1.7:15436 46528 main INFO: Using /192.168.1.7 10-09 11:21:57.548 192.168.1.7:15436 46528 main INFO: H2O node running in unencrypted mode. 10-09 11:21:57.550 192.168.1.7:15436 46528 main INFO: Internal communication uses port: 15437 10-09 11:21:57.550 192.168.1.7:15436 46528 main INFO: Listening for HTTP and REST traffic on http://192.168.1.7:15436/ 10-09 11:21:57.928 192.168.1.7:15436 46528 main INFO: H2O cloud name: '_PB_STP_CLUSTER_' on /192.168.1.7:15436, static configuration based on -flatfile null 10-09 11:21:57.929 192.168.1.7:15436 46528 main INFO: If you have trouble connecting, try SSH tunneling from your local machine (e.g., via port 55555): 10-09 11:21:57.929 192.168.1.7:15436 46528 main INFO: 1. Open a terminal and run 'ssh -L 55555:localhost:15436 Aditya.Kumar1@192.168.1.7' 10-09 11:21:57.929 192.168.1.7:15436 46528 main INFO: 2. Point your browser to http://localhost:55555 10-09 11:21:57.957 192.168.1.7:15436 46528 main INFO: Log dir: 'E:\work\code\spectrum\JavaExperiments' 10-09 11:21:57.957 192.168.1.7:15436 46528 main INFO: Cur dir: 'E:\work\code\spectrum\JavaExperiments' 10-09 11:21:57.963 192.168.1.7:15436 46528 main INFO: Distributed HTTP import not available (import from HTTP/HTTPS will be eager) 10-09 11:21:57.963 192.168.1.7:15436 46528 main INFO: HDFS subsystem not available 10-09 11:21:57.963 192.168.1.7:15436 46528 main INFO: S3 subsystem not available 10-09 11:21:57.963 192.168.1.7:15436 46528 main INFO: GCS subsystem not available 10-09 11:21:57.963 192.168.1.7:15436 46528 main INFO: Flow dir: 'C:/Users/ad003ku/h2oflows' 10-09 11:21:58.296 192.168.1.7:15436 46528 main INFO: Cloud of size 1 formed [/192.168.1.7:15436] 10-09 11:21:58.304 192.168.1.7:15436 46528 main INFO: Registered parsers: [GUESS, ARFF, XLS, SVMLight, CSV] 10-09 11:21:58.305 192.168.1.7:15436 46528 main INFO: Registered 0 core extensions in: 1ms 10-09 11:21:58.305 192.168.1.7:15436 46528 main INFO: Registered H2O core extensions: [] 10-09 11:21:58.861 192.168.1.7:15436 46528 main INFO: Registered: 202 REST APIs in: 556ms 10-09 11:21:58.861 192.168.1.7:15436 46528 main INFO: Registered REST API extensions: [Algos, AutoML, Core V3, Core V4, TargetEncoder] 10-09 11:21:59.128 192.168.1.7:15436 46528 main INFO: Registered: 277 schemas in 267ms 10-09 11:21:59.129 192.168.1.7:15436 46528 main INFO: H2O started in 3435ms 10-09 11:21:59.129 192.168.1.7:15436 46528 main INFO: 10-09 11:21:59.129 192.168.1.7:15436 46528 main INFO: Open H2O Flow in your web browser: http://192.168.1.7:15436 10-09 11:21:59.129 192.168.1.7:15436 46528 main INFO: Analytics Engine Started in [0] ms 10-09 11:21:59.948 192.168.1.7:15436 46528 #35287-20 INFO: GET /3/InitID, parms: {} 10-09 11:21:59.954 192.168.1.7:15436 46528 #35287-20 INFO: Locking cloud to new members, because water.api.schemas3.InitIDV3 10-09 11:22:00.049 192.168.1.7:15436 46528 #35287-15 INFO: POST /3/ImportFiles, parms: {path=C:\SampleDataSets\DirectBankUSAx.csv} import: {"path":"C:\\SampleDataSets\\DirectBankUSAx.csv","files":["C:\\SampleDataSets\\DirectBankUSAx.csv"],"destination_frames":["nfs:\\C:\\SampleDataSets\\DirectBankUSAx.csv"],"fails":[],"dels":[],"_exclude_fields":""} 10-09 11:22:00.190 192.168.1.7:15436 46528 #35287-19 INFO: POST /3/ParseSetup, parms: {source_frames=nfs:\C:\SampleDataSets\DirectBankUSAx.csv} 10-09 11:22:01.145 192.168.1.7:15436 46528 #35287-19 INFO: ParseSetup heuristic: cloudSize: 1, cores: 8, numCols: 41, maxLineLength: 189, totalSize: 16930596, localParseSize: 16930596, chunkSize: 529082, numChunks: 31, numChunks * cols: 1271 parseSetupBody: {"source_frames":[{"name":"nfs:\\C:\\SampleDataSets\\DirectBankUSAx.csv","type":"Key\u003cFrame\u003e","URL":"/3/Frames/nfs:\\C:\\SampleDataSets\\DirectBankUSAx.csv"}],"parse_type":"CSV","separator":44,"single_quotes":false,"check_header":1,"column_names":["CustomerNumber","HomePostCode","BranchPostCode","StateCode","BankHeadOffice","Age","Gender","NumberOfDependants","MaritalStatus","MatrimonialDisputes","Income","HomeOwner","TimeAtAddressMonths","LoanAmount","LoanStatus","CurrentBalance","PaymentAmtQtr1","PaymentAmtQtr2","PaymentAmtQtr3","PaymentAmtQtr4","PaymentAmtQtr5","RemainingTermMonths","PenaltyInterest","DefaultDate","MonthsInArrears","CardVisa","CardMC","CardAmex","CallsPerMonth","ThreeMonthSwing","ThreeMonthTrend","RespondPress","TrialTarget","TrialMailing","TrialRespond","WestCoaster","TrialScore","TrialPropensity","RolloutTarget","RolloutMailing","RolloutResponse"],"column_types":["Numeric","Enum","Enum","Enum","Enum","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Enum","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric"],"column_offset":0,"column_count":0,"destination_frame":"DirectBankUSAx.hex","header_lines":0,"number_columns":41,"data":[["1","L32 1TB","WA1 1XQ","PA011","IL","36","1","3","3","0","25300","0","8","11800","0","4512.42","48.4","48.4","48.89","47.22","48.64","168","1","","0","0","0","0","0","2139.91","37.8971","0","0","1","0","0","430.106","0.0814853","0","0","0"],["2","L32 1TB","WA1 1XQ","PA095","CA","36","1","3","3","0","39681","0","8","11800","0","1699.42","48.4","48.4","48.89","47.22","48.64","168","1","","0","0","1","1","0","5734","2912.7","0","1","0","0","0","411.847","0.044996","0","0","0"],["11","DL13 4AA","DL14 7NN","WV045","NY","40","1","2","3","0","21443","1","18","5800","0","765.68","68.2","68.2","68.89","66.54","68.54","72","1","","0","0","0","0","7","1469.13","-381.349","0","0","0","0","0","421.885","0.0625464","0","0","0"],["18","DL13 4AA","DL14 7NN","WV101","CA","40","1","2","3","0","27999","0","18","5800","0","3843.66","68.2","68.2","68.89","66.54","68.54","72","1","","0","0","1","0","5","2683.15","419.875","0","0","0","0","0","440.968","0.114467","0","0","0"],["20","DH4 7BA","DH1 3ND","CO113","FL","42","1","0","2","0","43245","2","7","5000","0","3805","19","19","19.19","18.54","19.1","289","1","","0","0","1","0","0","6891.33","3945.1","0","1","1","0","0","411.193","0.0440311","0","0","0"],["24","CF2","CF4 5ZY","NE017","NY","24","2","0","1","0","16943","0","5","10000","0","9631.24","33.4","33.4","33.74","32.59","33.57","288","1","","0","0","0","0","4","843.114","-682.563","0","1","0","0","0","413.049","0.0468199","0","0","0"],["34","SS8","SS5 6EU","ND069","CA","30","1","2","3","0","23922","0","0","17000","0","2717.82","56.8","56.8","57.37","55.41","57.09","48","1","","0","0","0","0","1","1886.02","-128.972","0","0","0","0","0","419.648","0.0581527","0","0","0"],["40","SS8","SS5 6EU","ND069","CA","30","1","2","3","0","28564","3","0","17000","2","0","56.8","56.8","57.37","55.41","57.09","288","1","18-07-1994","0","1","0","0","0","1614.3","-919.238","0","0","0","0","0","427.272","0.0744305","0","0","0"],["47","DE22 1GN","DE21 9NT","IN099","FL","27","1","1","6","0","11515","1","0","13500","0","8000","27.2","23.2","25.45","24.59","25.33","289","1","","0","0","1","0","0","312.599","-776.382","0","0","0","0","0","399.329","0.0296274","0","0","0"]],"chunk_size":529082,"total_filtered_column_count":41,"_exclude_fields":""} 10-09 11:22:01.193 192.168.1.7:15436 46528 #35287-18 INFO: POST /3/Parse, parms: {number_columns=41, source_frames=nfs:\C:\SampleDataSets\DirectBankUSAx.csv, column_types=["Numeric","Enum","Enum","Enum","Enum","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Enum","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric"], single_quotes=false, parse_type=CSV, destination_frame=AdityaGLMLogistic.data, column_names=["CustomerNumber","HomePostCode","BranchPostCode","StateCode","BankHeadOffice","Age","Gender","NumberOfDependants","MaritalStatus","MatrimonialDisputes","Income","HomeOwner","TimeAtAddressMonths","LoanAmount","LoanStatus","CurrentBalance","PaymentAmtQtr1","PaymentAmtQtr2","PaymentAmtQtr3","PaymentAmtQtr4","PaymentAmtQtr5","RemainingTermMonths","PenaltyInterest","DefaultDate","MonthsInArrears","CardVisa","CardMC","CardAmex","CallsPerMonth","ThreeMonthSwing","ThreeMonthTrend","RespondPress","TrialTarget","TrialMailing","TrialRespond","WestCoaster","TrialScore","TrialPropensity","RolloutTarget","RolloutMailing","RolloutResponse"], delete_on_done=false, _exclude_fields=, check_header=1, separator=44, blocking=true, chunk_size=529082} 10-09 11:22:01.202 192.168.1.7:15436 46528 #35287-18 INFO: Total file size: 16.1 MB 10-09 11:22:01.229 192.168.1.7:15436 46528 #35287-18 INFO: Parse chunk size 529082 10-09 11:22:01.280 192.168.1.7:15436 46528 FJ-2-15 INFO: Key nfs:\C:\SampleDataSets\DirectBankUSAx.csv will be parsed using method DistributedParse. 10-09 11:22:02.961 192.168.1.7:15436 46528 FJ-1-15 INFO: Parse result for AdityaGLMLogistic.data (100000 rows, 41 columns): 10-09 11:22:03.264 192.168.1.7:15436 46528 FJ-1-15 INFO: ColV2 type min max mean sigma NAs constant cardinality 10-09 11:22:03.265 192.168.1.7:15436 46528 FJ-1-15 INFO: CustomerNumber: numeric 1.00000 550862 275510 159313 10-09 11:22:03.265 192.168.1.7:15436 46528 FJ-1-15 INFO: HomePostCode: factor ******** \14 7TH 194 27312 10-09 11:22:03.265 192.168.1.7:15436 46528 FJ-1-15 INFO: BranchPostCode: factor AB9 1BE YO8 0NX 46 378 10-09 11:22:03.265 192.168.1.7:15436 46528 FJ-1-15 INFO: StateCode: factor 11001 WY045 2935 10-09 11:22:03.266 192.168.1.7:15436 46528 FJ-1-15 INFO: BankHeadOffice: factor CA NY 208 4 10-09 11:22:03.266 192.168.1.7:15436 46528 FJ-1-15 INFO: Age: numeric -1.00000 94.0000 38.0921 9.64981 10-09 11:22:03.267 192.168.1.7:15436 46528 FJ-1-15 INFO: Gender: numeric 1.00000 2.00000 1.17219 0.377547 10-09 11:22:03.267 192.168.1.7:15436 46528 FJ-1-15 INFO: NumberOfDependants: numeric 0.00000 30.0000 1.04460 1.19198 10-09 11:22:03.268 192.168.1.7:15436 46528 FJ-1-15 INFO: MaritalStatus: numeric 1.00000 9.00000 2.78697 1.55614 10-09 11:22:03.268 192.168.1.7:15436 46528 FJ-1-15 INFO: MatrimonialDisputes: numeric 0.00000 1.00000 0.0202600 0.140889 10-09 11:22:03.268 192.168.1.7:15436 46528 FJ-1-15 INFO: Additional column information only sent to log file... 10-09 11:22:03.277 192.168.1.7:15436 46528 FJ-1-15 INFO: RespondPress: numeric 0.00000 1.00000 0.0582600 0.234236 10-09 11:22:03.278 192.168.1.7:15436 46528 FJ-1-15 INFO: TrialTarget: numeric 0.00000 1.00000 0.308780 0.461992 10-09 11:22:03.278 192.168.1.7:15436 46528 FJ-1-15 INFO: TrialMailing: numeric 0.00000 1.00000 0.189480 0.391891 10-09 11:22:03.278 192.168.1.7:15436 46528 FJ-1-15 INFO: TrialRespond: numeric 0.00000 1.00000 0.0178400 0.132370 10-09 11:22:03.279 192.168.1.7:15436 46528 FJ-1-15 INFO: WestCoaster: numeric 0.00000 1.00000 0.0552700 0.228508 10-09 11:22:03.279 192.168.1.7:15436 46528 FJ-1-15 INFO: TrialScore: numeric 384.844 505.324 432.272 19.5647 10-09 11:22:03.279 192.168.1.7:15436 46528 FJ-1-15 INFO: TrialPropensity: numeric 0.0181457 0.545998 0.102585 0.0652135 10-09 11:22:03.280 192.168.1.7:15436 46528 FJ-1-15 INFO: RolloutTarget: numeric 0.00000 1.00000 0.199770 0.399829 10-09 11:22:03.280 192.168.1.7:15436 46528 FJ-1-15 INFO: RolloutMailing: numeric 0.00000 1.00000 0.166720 0.372728 10-09 11:22:03.280 192.168.1.7:15436 46528 FJ-1-15 INFO: RolloutResponse: numeric 0.00000 1.00000 0.0338300 0.180792 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: Chunk compression summary: 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: Chunk Type Chunk Name Count Count Percentage Size Size Percentage 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C0L Constant long 32 2.439 % 2.5 KB 0.036 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: CBS Binary 224 17.073 % 100.9 KB 1.439 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: CXI Sparse Integers 256 19.512 % 83.0 KB 1.185 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C1 1-Byte Integers 30 2.287 % 93.6 KB 1.335 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C1N 1-Byte Integers (w/o NAs) 223 16.997 % 695.4 KB 9.923 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C1S 1-Byte Fractions 3 0.229 % 9.3 KB 0.133 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C2 2-Byte Integers 129 9.832 % 795.9 KB 11.357 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C2S 2-Byte Fractions 39 2.973 % 240.9 KB 3.438 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C4 4-Byte Integers 50 3.811 % 613.1 KB 8.748 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C4S 4-Byte Fractions 296 22.561 % 3.6 MB 51.925 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: C8D 64-bit Reals 30 2.287 % 734.5 KB 10.481 % 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: Frame distribution summary: 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: Size Number of Rows Number of Chunks per Column Number of Chunks 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: 192.168.1.7:15436 6.8 MB 100000 32 1312 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: mean 6.8 MB 100000.000000 32.000000 1312.000000 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: min 6.8 MB 100000.000000 32.000000 1312.000000 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: max 6.8 MB 100000.000000 32.000000 1312.000000 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: stddev 0 B 0.000000 0.000000 0.000000 10-09 11:22:03.304 192.168.1.7:15436 46528 FJ-1-15 INFO: total 6.8 MB 100000 32 1312 parseBody: {"destination_frame":{"name":"AdityaGLMLogistic.data","type":"Key\u003cFrame\u003e","URL":"/3/Frames/AdityaGLMLogistic.data"},"source_frames":[{"name":"nfs:\\C:\\SampleDataSets\\DirectBankUSAx.csv","type":"Key\u003cFrame\u003e","URL":"/3/Frames/nfs:\\C:\\SampleDataSets\\DirectBankUSAx.csv"}],"parse_type":"CSV","separator":44,"single_quotes":false,"check_header":1,"number_columns":41,"column_names":["CustomerNumber","HomePostCode","BranchPostCode","StateCode","BankHeadOffice","Age","Gender","NumberOfDependants","MaritalStatus","MatrimonialDisputes","Income","HomeOwner","TimeAtAddressMonths","LoanAmount","LoanStatus","CurrentBalance","PaymentAmtQtr1","PaymentAmtQtr2","PaymentAmtQtr3","PaymentAmtQtr4","PaymentAmtQtr5","RemainingTermMonths","PenaltyInterest","DefaultDate","MonthsInArrears","CardVisa","CardMC","CardAmex","CallsPerMonth","ThreeMonthSwing","ThreeMonthTrend","RespondPress","TrialTarget","TrialMailing","TrialRespond","WestCoaster","TrialScore","TrialPropensity","RolloutTarget","RolloutMailing","RolloutResponse"],"column_types":["Numeric","Enum","Enum","Enum","Enum","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Enum","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric","Numeric"],"chunk_size":529082,"delete_on_done":false,"blocking":true,"job":{"key":{"name":"$0301c0a801074d3cffffffff$_a37a140b682ef897e18ee3e77ea541fd","type":"Key\u003cJob\u003e","URL":"/3/Jobs/$0301c0a801074d3cffffffff$_a37a140b682ef897e18ee3e77ea541fd"},"description":"Parse","status":"DONE","progress":1.0,"progress_msg":"Done.","start_time":1602222721240,"msec":2067,"dest":{"name":"AdityaGLMLogistic.data","type":"Key\u003cFrame\u003e","URL":"/3/Frames/AdityaGLMLogistic.data"},"ready_for_view":true},"rows":100000,"_exclude_fields":""} 10-09 11:22:03.354 192.168.1.7:15436 46528 #35287-19 INFO: POST /99/Rapids, parms: {ast=(, (tmp= tmp_0ec2df93-8ae5-4371-94c9-f0dfa7f6d3a5 (h2o.runif AdityaGLMLogistic.data 17706)) (assign AdityaGLMLogistic.train (rows AdityaGLMLogistic.data (<= tmp_0ec2df93-8ae5-4371-94c9-f0dfa7f6d3a5 0.70))) (assign AdityaGLMLogistic.validation (rows AdityaGLMLogistic.data (> tmp_0ec2df93-8ae5-4371-94c9-f0dfa7f6d3a5 0.70))) (rm tmp_0ec2df93-8ae5-4371-94c9-f0dfa7f6d3a5)), _exclude_fields=, session_id=_sid_9e05, id=} Split data into train and test About to train GLM. . . 10-09 11:22:04.450 192.168.1.7:15436 46528 #35287-18 INFO: POST /3/ModelBuilders/glm, parms: {keep_cross_validation_fold_assignment=false, nfolds=0, training_frame=AdityaGLMLogistic.train, tweedie_variance_power=0.0, quantile_alpha=0.5, compute_p_values=false, remove_collinear_columns=false, validation_frame=AdityaGLMLogistic.validation, max_categorical_levels=10, link=logit, family=binomial, max_confusion_matrix_size=20, custom_metric_func=, max_active_predictors=500, stopping_tolerance=1.0E-4, lambda_search=false, calc_like=false, standardize=true, theta=1.0E-10, categorical_encoding=AUTO, keep_cross_validation_models=true, non_negative=false, solver=IRLSM, max_iterations=700, export_checkpoints_dir=, seed=15341, missing_values_handling=MeanImputation, max_hit_ratio_k=0, huber_alpha=0.9, beta_epsilon=1.0E-4, score_each_iteration=false, max_runtime_secs=0.0, custom_distribution_func=, prior=-1.0, tweedie_power=1.5, response_column=TrialRespond, obj_reg=-1.0, early_stopping=true, parallelize_cross_validation=true, objective_epsilon=0.43, stopping_metric=deviance, HGLM=false, gradient_epsilon=-1.0, ignore_const_cols=true, intercept=true, model_id=AdityaGLMLogistic, fold_assignment=AUTO, alpha=1.0, distribution=AUTO, max_after_balance_size=5.0, balance_classes=false, stopping_rounds=3, nlambdas=-1, keep_cross_validation_predictions=false, gainslift_bins=-1, lambda=0.01, tweedie_link_power=1.0, lambda_min_ratio=-1.0} 10-09 11:22:04.694 192.168.1.7:15436 46528 #35287-18 WARN: _train: Dropping bad and constant columns: [PenaltyInterest] 10-09 11:22:04.722 192.168.1.7:15436 46528 FJ-1-11 INFO: Building H2O GLM model with these parameters: glmBody: {"parameters":{"seed":15341,"family":"binomial","tweedie_variance_power":0.0,"tweedie_link_power":1.0,"theta":1.0E-10,"solver":"IRLSM","alpha":[1.0],"lambda":[0.01],"lambda_search":false,"early_stopping":true,"nlambdas":-1,"standardize":true,"missing_values_handling":"MeanImputation","non_negative":false,"max_iterations":700,"beta_epsilon":1.0E-4,"objective_epsilon":0.43,"gradient_epsilon":-1.0,"obj_reg":-1.0,"link":"logit","calc_like":false,"intercept":true,"HGLM":false,"prior":-1.0,"lambda_min_ratio":-1.0,"max_active_predictors":500,"balance_classes":false,"max_after_balance_size":5.0,"max_confusion_matrix_size":20,"max_hit_ratio_k":0,"compute_p_values":false,"remove_collinear_columns":false,"model_id":{"name":"AdityaGLMLogistic","type":"Key\u003cModel\u003e","URL":"/3/Models/AdityaGLMLogistic"},"training_frame":{"name":"AdityaGLMLogistic.train","type":"Key\u003cFrame\u003e","URL":"/3/Frames/AdityaGLMLogistic.train"},"validation_frame":{"name":"AdityaGLMLogistic.validation","type":"Key\u003cFrame\u003e","URL":"/3/Frames/AdityaGLMLogistic.validation"},"nfolds":0,"keep_cross_validation_models":true,"keep_cross_validation_predictions":false,"keep_cross_validation_fold_assignment":false,"parallelize_cross_validation":true,"distribution":"AUTO","tweedie_power":1.5,"quantile_alpha":0.5,"huber_alpha":0.9,"response_column":{"column_name":"TrialRespond"},"fold_assignment":"AUTO","categorical_encoding":"AUTO","max_categorical_levels":10,"ignore_const_cols":true,"score_each_iteration":false,"stopping_rounds":3,"max_runtime_secs":0.0,"stopping_metric":"deviance","stopping_tolerance":1.0E-4,"gainslift_bins":-1,"custom_metric_func":"","custom_distribution_func":"","export_checkpoints_dir":""},"algo":"glm","algo_full_name":"Generalized 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Tweedie Distribution."},{"message_type":"WARN","field_name":"train","message":"Dropping bad and constant columns: [PenaltyInterest]"},{"message_type":"TRACE","field_name":"tweedie_power","message":"Tweedie power is only used for Tweedie distribution."},{"message_type":"TRACE","field_name":"quantile_alpha","message":"Quantile (alpha) is only used for Quantile regression."},{"message_type":"TRACE","field_name":"max_after_balance_size","message":"Balance classes is false, hide max_after_balance_size"},{"message_type":"TRACE","field_name":"max_hit_ratio_k","message":"Max K-value for hit ratio is only applicable to multi-class classification problems."},{"message_type":"TRACE","field_name":"max_confusion_matrix_size","message":"Only for multi-class classification problems."},{"message_type":"TRACE","field_name":"max_after_balance_size","message":"Only used with balanced classes"},{"message_type":"TRACE","field_name":"class_sampling_factors","message":"Class sampling factors is only applicable if balancing classes."},{"message_type":"TRACE","field_name":"balance_classes","message":"Not applicable since class balancing is not required for GLM."},{"message_type":"TRACE","field_name":"max_after_balance_size","message":"Not applicable since class balancing is not required for GLM."},{"message_type":"TRACE","field_name":"class_sampling_factors","message":"Not applicable since class balancing is not required for GLM."},{"message_type":"TRACE","field_name":"tweedie_variance_power","message":"Only applicable with Tweedie family"},{"message_type":"TRACE","field_name":"tweedie_link_power","message":"Only applicable with Tweedie family"},{"message_type":"TRACE","field_name":"theta","message":"Only applicable with Negative Binomial family"},{"message_type":"TRACE","field_name":"lambda_min_ratio","message":"only applies if lambda search is on."},{"message_type":"TRACE","field_name":"nlambdas","message":"only applies if lambda search is on."},{"message_type":"TRACE","field_name":"early_stopping","message":"only applies if lambda search is on."}],"error_count":0,"__http_status":0} 10-09 11:22:04.775 192.168.1.7:15436 46528 FJ-1-11 INFO: {"_train":{"name":"AdityaGLMLogistic.train","type":"Key"},"_valid":{"name":"AdityaGLMLogistic.validation","type":"Key"},"_nfolds":0,"_keep_cross_validation_models":true,"_keep_cross_validation_predictions":false,"_keep_cross_validation_fold_assignment":false,"_parallelize_cross_validation":true,"_auto_rebalance":true,"_seed":15341,"_fold_assignment":"AUTO","_categorical_encoding":"AUTO","_max_categorical_levels":10,"_distribution":"AUTO","_tweedie_power":1.5,"_quantile_alpha":0.5,"_huber_alpha":0.9,"_ignored_columns":null,"_ignore_const_cols":true,"_weights_column":null,"_offset_column":null,"_fold_column":null,"_check_constant_response":true,"_is_cv_model":false,"_score_each_iteration":false,"_max_runtime_secs":0.0,"_stopping_rounds":3,"_stopping_metric":"deviance","_stopping_tolerance":1.0E-4,"_response_column":"TrialRespond","_balance_classes":false,"_max_after_balance_size":5.0,"_class_sampling_factors":null,"_max_confusion_matrix_size":20,"_checkpoint":null,"_pretrained_autoencoder":null,"_custom_metric_func":"","_custom_distribution_func":"","_export_checkpoints_dir":"","_gainslift_bins":-1,"_standardize":true,"_useDispersion1":false,"_family":"binomial","_rand_family":null,"_link":"logit","_rand_link":null,"_solver":"IRLSM","_tweedie_variance_power":0.0,"_tweedie_link_power":1.0,"_theta":1.0E-10,"_invTheta":1.0E10,"_alpha":[1.0],"_lambda":[0.01],"_startval":null,"_calc_like":false,"_random_columns":null,"_missing_values_handling":null,"_prior":-1.0,"_lambda_search":false,"_HGLM":false,"_nlambdas":-1,"_non_negative":false,"_lambda_min_ratio":-1.0,"_use_all_factor_levels":false,"_max_iterations":700,"_intercept":true,"_beta_epsilon":1.0E-4,"_objective_epsilon":0.43,"_gradient_epsilon":-1.0,"_obj_reg":-1.0,"_compute_p_values":false,"_remove_collinear_columns":false,"_interactions":null,"_interaction_pairs":null,"_early_stopping":true,"_beta_constraints":null,"_plug_values":null,"_max_active_predictors":500,"_stdOverride":false,"_glmType":"glm"} 10-09 11:22:04.775 192.168.1.7:15436 46528 FJ-1-11 INFO: train dataset already contains 32 (non-empty) chunks. No need to rebalance. [desiredChunks=8, rebalanceRatio=1.0] 10-09 11:22:04.775 192.168.1.7:15436 46528 FJ-1-11 INFO: valid dataset already contains 32 (non-empty) chunks. No need to rebalance. [desiredChunks=8, rebalanceRatio=1.0] 10-09 11:22:05.080 192.168.1.7:15436 46528 FJ-1-11 INFO: Starting model AdityaGLMLogistic 10-09 11:22:05.202 192.168.1.7:15436 46528 FJ-1-11 INFO: GLM[dest=AdityaGLMLogistic, iter=0 lmb=.1E-1 obj=0.08904 imp=.1E1 bdf=.4E1] Got 3 active columns out of 31102 total 10-09 11:22:05.312 192.168.1.7:15436 46528 FJ-1-11 INFO: GLM[dest=AdityaGLMLogistic, iter=0 lmb=.1E-1 obj=0.08904 imp=.1E1 bdf=.4E1] computed in 99+11=110ms, step = 1, l1solver iter = 12, gerr = 7.823139674475242E-5 10-09 11:22:05.376 192.168.1.7:15436 46528 FJ-1-11 INFO: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] relImprovement < eps; relImprovement = 0.008760539794433343, eps = 0.43 DONE after 1 iterations (1) 10-09 11:22:05.444 192.168.1.7:15436 46528 FJ-1-11 INFO: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] solution has 3 nonzeros 10-09 11:22:05.450 192.168.1.7:15436 46528 FJ-1-11 INFO: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] Scoring after 728ms 10-09 11:22:05.917 192.168.1.7:15436 46528 FJ-2-43 INFO: Starting model Quantiles_model_1602222715689_1 10-09 11:22:06.135 192.168.1.7:15436 46528 FJ-2-43 INFO: Completing model Quantiles_model_1602222715689_1 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] Model Metrics Type: BinomialGLM 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: Description: N/A 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: model id: AdityaGLMLogistic 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: frame id: AdityaGLMLogistic.train 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: MSE: 0.017407242 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: RMSE: 0.1319365 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: AUC: 0.82425916 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: pr_auc: 0.08179572 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: logloss: 0.07881623 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: mean_per_class_error: 0.2623902 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: default threshold: 0.0719553753733635 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: CM: Confusion Matrix (Row labels: Actual class; Column labels: Predicted class): 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 0 1 Error Rate 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 0 61645 7079 0.1030 7,079 / 68,724 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 1 523 717 0.4218 523 / 1,240 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: Totals 62168 7796 0.1087 7,602 / 69,964 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: Gains/Lift Table (Avg response rate: 1.77 %, avg score: 2.89 %): 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: Group Cumulative Data Fraction Lower Threshold Lift Cumulative Lift Response Rate Score Cumulative Response Rate Cumulative Score Capture Rate Cumulative Capture Rate Gain Cumulative Gain Kolmogorov Smirnov 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 1 0.01003373 0.200841 6.912168 6.912168 0.122507 0.349703 0.122507 0.349703 0.069355 0.069355 591.216800 591.216800 0.060391 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 2 0.02002458 0.147608 2.905884 4.913315 0.051502 0.167068 0.087081 0.258581 0.029032 0.098387 190.588398 391.331537 0.079776 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 3 0.03017266 0.126122 4.688637 4.837749 0.083099 0.135667 0.085741 0.217241 0.047581 0.145968 368.863698 383.774851 0.117884 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 4 0.04014922 0.113604 5.981764 5.122021 0.106017 0.120165 0.090780 0.193119 0.059677 0.205645 498.176356 412.202138 0.168482 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 5 0.05054028 0.105881 6.364032 5.377378 0.112792 0.108773 0.095305 0.175777 0.066129 0.271774 536.403248 437.737830 0.225226 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 6 0.10000858 0.076793 5.037439 5.209231 0.089281 0.091659 0.092325 0.134169 0.249194 0.520968 403.743930 420.923068 0.428555 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 7 0.15209250 0.050710 3.298027 4.554741 0.058452 0.062252 0.080725 0.109541 0.171774 0.692742 229.802680 355.474079 0.550404 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 8 0.20003144 0.035121 0.857946 3.668778 0.015206 0.045338 0.065023 0.094154 0.041129 0.733871 -14.205378 266.877802 0.543472 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 9 0.30041164 0.017257 0.626650 2.652275 0.011106 0.020809 0.047007 0.069647 0.062903 0.796774 -37.335024 165.227470 0.505319 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 10 0.40269281 0.014826 0.591349 2.128814 0.010481 0.016133 0.037730 0.056055 0.060484 0.857258 -40.865099 112.881391 0.462767 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 11 0.50028586 0.013360 0.380117 1.787688 0.006737 0.014042 0.031684 0.047859 0.037097 0.894355 -61.988302 78.768762 0.401179 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 12 0.60359614 0.011623 0.281020 1.529809 0.004981 0.012398 0.027113 0.041790 0.029032 0.923387 -71.897995 52.980949 0.325561 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 13 0.70010291 0.010594 0.267406 1.355791 0.004739 0.011115 0.024029 0.037561 0.025806 0.949194 -73.259440 35.579146 0.253585 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 14 0.80096907 0.009068 0.223867 1.213248 0.003968 0.009686 0.021503 0.034051 0.022581 0.971774 -77.613260 21.324809 0.173887 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 15 0.90170659 0.008203 0.200137 1.100065 0.003547 0.008603 0.019497 0.031208 0.020161 0.991935 -79.986315 10.006458 0.091857 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: 16 1.00000000 0.006971 0.082045 1.000000 0.001454 0.007809 0.017723 0.028908 0.008065 1.000000 -91.795466 0.000000 0.000000 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: null DOF: 69963.0 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: residual DOF: 69961.0 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: null deviance: 12459.408 10-09 11:22:06.201 192.168.1.7:15436 46528 FJ-1-11 INFO: residual deviance: 11028.598 10-09 11:22:06.204 192.168.1.7:15436 46528 FJ-1-11 INFO: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] Training metrics computed in 742ms 10-09 11:22:06.245 192.168.1.7:15436 46528 FJ-2-41 INFO: Starting model Quantiles_model_1602222715689_2 10-09 11:22:06.251 192.168.1.7:15436 46528 FJ-2-41 INFO: Completing model Quantiles_model_1602222715689_2 10-09 11:22:06.333 192.168.1.7:15436 46528 FJ-1-11 INFO: Completing model AdityaGLMLogistic GLM build done. 10-09 11:22:06.812 192.168.1.7:15436 46528 #35287-19 INFO: DELETE /3/Frames/AdityaGLMLogistic.data, parms: {} 10-09 11:22:06.819 192.168.1.7:15436 46528 #35287-18 INFO: DELETE /3/Frames/AdityaGLMLogistic.train, parms: {} 10-09 11:22:06.821 192.168.1.7:15436 46528 #35287-19 INFO: DELETE /3/Frames/AdityaGLMLogistic.validation, parms: {} 10-09 11:22:06.825 192.168.1.7:15436 46528 #35287-18 INFO: DELETE /3/InitID, parms: {} Shutting down the Analytics Engine. Process finished with exit code 0