"C:\Program Files\Java\jdk1.8.0_231\bin\java.exe" "-javaagent:C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2020.2.3\lib\idea_rt.jar=54592:C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2020.2.3\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\Java\jdk1.8.0_231\jre\lib\charsets.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\deploy.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\access-bridge-64.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\cldrdata.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\dnsns.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\jaccess.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\jfxrt.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\localedata.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\nashorn.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\sunec.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\sunjce_provider.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\sunmscapi.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\sunpkcs11.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\ext\zipfs.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\javaws.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\jce.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\jfr.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\jfxswt.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\jsse.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\management-agent.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\plugin.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\resources.jar;C:\Program Files\Java\jdk1.8.0_231\jre\lib\rt.jar;C:\Users\Aditya.Kumar1\IdeaProjects\H2OStandAlone\target\classes;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-core\3.30.1.1\h2o-core-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\openjdk\jmh\jmh-core\1.21\jmh-core-1.21.jar;C:\Users\Aditya.Kumar1\.m2\repository\net\sf\jopt-simple\jopt-simple\4.6\jopt-simple-4.6.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-logger\3.30.1.1\h2o-logger-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-webserver-iface\3.30.1.1\h2o-webserver-iface-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\commons-codec\commons-codec\1.9\commons-codec-1.9.jar;C:\Users\Aditya.Kumar1\.m2\repository\joda-time\joda-time\2.9.9\joda-time-2.9.9.jar;C:\Users\Aditya.Kumar1\.m2\repository\gov\nist\math\jama\1.0.3\jama-1.0.3.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\javassist\javassist\3.25.0-GA\javassist-3.25.0-GA.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\apache\commons\commons-math3\3.3\commons-math3-3.3.jar;C:\Users\Aditya.Kumar1\.m2\repository\commons-io\commons-io\2.4\commons-io-2.4.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\wendykierp\JTransforms\3.1\JTransforms-3.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\pl\edu\icm\JLargeArrays\1.5\JLargeArrays-1.5.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-jaas-pam\3.30.1.1\h2o-jaas-pam-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\kohsuke\libpam4j\1.8\libpam4j-1.8.jar;C:\Users\Aditya.Kumar1\.m2\repository\net\java\dev\jna\jna\4.0.0\jna-4.0.0.jar;C:\Users\Aditya.Kumar1\.m2\repository\log4j\log4j\1.2.17\log4j-1.2.17.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\google\code\gson\gson\2.6.2\gson-2.6.2.jar;C:\Users\Aditya.Kumar1\.m2\repository\commons-lang\commons-lang\2.6\commons-lang-2.6.jar;C:\Users\Aditya.Kumar1\.m2\repository\no\priv\garshol\duke\duke\1.2\duke-1.2.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-bindings\3.30.1.1\h2o-bindings-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\squareup\retrofit2\retrofit\2.8.1\retrofit-2.8.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\squareup\retrofit2\converter-gson\2.8.1\converter-gson-2.8.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\squareup\okhttp3\okhttp\4.6.0\okhttp-4.6.0.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\jetbrains\kotlin\kotlin-stdlib\1.3.71\kotlin-stdlib-1.3.71.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\jetbrains\annotations\13.0\annotations-13.0.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\squareup\okio\okio\2.6.0\okio-2.6.0.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\jetbrains\kotlin\kotlin-stdlib-common\1.3.70\kotlin-stdlib-common-1.3.70.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-app\3.30.1.1\h2o-app-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-jetty-9\3.30.1.1\h2o-jetty-9-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-server\9.4.11.v20180605\jetty-server-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\javax\servlet\javax.servlet-api\3.1.0\javax.servlet-api-3.1.0.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-http\9.4.11.v20180605\jetty-http-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-io\9.4.11.v20180605\jetty-io-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-servlets\9.4.11.v20180605\jetty-servlets-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-continuation\9.4.11.v20180605\jetty-continuation-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-util\9.4.11.v20180605\jetty-util-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-jaas\9.4.11.v20180605\jetty-jaas-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-security\9.4.11.v20180605\jetty-security-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-proxy\9.4.11.v20180605\jetty-proxy-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-client\9.4.11.v20180605\jetty-client-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-servlet\9.4.11.v20180605\jetty-servlet-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\websocket\websocket-api\9.4.11.v20180605\websocket-api-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\websocket\websocket-server\9.4.11.v20180605\websocket-server-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\websocket\websocket-common\9.4.11.v20180605\websocket-common-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\websocket\websocket-client\9.4.11.v20180605\websocket-client-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\jetty-xml\9.4.11.v20180605\jetty-xml-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\org\eclipse\jetty\websocket\websocket-servlet\9.4.11.v20180605\websocket-servlet-9.4.11.v20180605.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-algos\3.30.1.1\h2o-algos-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\core\1.1.2\core-1.1.2.jar;C:\Users\Aditya.Kumar1\.m2\repository\net\sourceforge\f2j\arpack_combined_all\0.1\arpack_combined_all-0.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\netlib-native_ref-osx-x86_64\1.1\netlib-native_ref-osx-x86_64-1.1-natives.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\native_ref-java\1.1\native_ref-java-1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\jniloader\1.1\jniloader-1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\netlib-native_ref-linux-x86_64\1.1\netlib-native_ref-linux-x86_64-1.1-natives.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\netlib-native_ref-win-x86_64\1.1\netlib-native_ref-win-x86_64-1.1-natives.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\netlib-native_ref-linux-armhf\1.1\netlib-native_ref-linux-armhf-1.1-natives.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\netlib-native_system-osx-x86_64\1.1\netlib-native_system-osx-x86_64-1.1-natives.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\native_system-java\1.1\native_system-java-1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\netlib-native_system-linux-x86_64\1.1\netlib-native_system-linux-x86_64-1.1-natives.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\netlib-native_system-linux-armhf\1.1\netlib-native_system-linux-armhf-1.1-natives.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\github\fommil\netlib\netlib-native_system-win-x86_64\1.1\netlib-native_system-win-x86_64-1.1-natives.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\googlecode\matrix-toolkits-java\mtj\1.0.4\mtj-1.0.4.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-automl\3.30.1.1\h2o-automl-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-ext-target-encoder\3.30.1.1\h2o-ext-target-encoder-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-genmodel\3.30.1.1\h2o-genmodel-3.30.1.1.jar;C:\Users\Aditya.Kumar1\.m2\repository\net\sf\opencsv\opencsv\2.3\opencsv-2.3.jar;C:\Users\Aditya.Kumar1\.m2\repository\ai\h2o\h2o-tree-api\0.3.17\h2o-tree-api-0.3.17.jar;C:\Users\Aditya.Kumar1\.m2\repository\com\squareup\okhttp\okhttp\2.0.0\okhttp-2.0.0.jar" H2OStandalone
[-javaagent:C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2020.2.3\lib\idea_rt.jar=54592:C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2020.2.3\bin, -Dfile.encoding=UTF-8]
2020-10-09 01:52:28.867:INFO::main: Logging initialized @587ms to org.eclipse.jetty.util.log.StdErrLog
10-09 01:52:29.240 10.2.107.37:15436     12852        main  INFO water.default: ----- H2O started  -----
10-09 01:52:29.241 10.2.107.37:15436     12852        main  INFO water.default: Build git branch: rel-zeno
10-09 01:52:29.241 10.2.107.37:15436     12852        main  INFO water.default: Build git hash: 410a05b112aa3bd37202f65e5115a21f9195c85a
10-09 01:52:29.241 10.2.107.37:15436     12852        main  INFO water.default: Build git describe: jenkins-master-5140-28-g410a05b
10-09 01:52:29.241 10.2.107.37:15436     12852        main  INFO water.default: Build project version: 3.30.1.1
10-09 01:52:29.241 10.2.107.37:15436     12852        main  INFO water.default: Build age: 1 month and 28 days
10-09 01:52:29.242 10.2.107.37:15436     12852        main  INFO water.default: Built by: 'jenkins'
10-09 01:52:29.242 10.2.107.37:15436     12852        main  INFO water.default: Built on: '2020-08-10 14:33:23'
10-09 01:52:29.242 10.2.107.37:15436     12852        main  INFO water.default: Found H2O Core extensions: []
10-09 01:52:29.242 10.2.107.37:15436     12852        main  INFO water.default: Processed H2O arguments: [-log_level, ALL, -name, _PB_STP_CLUSTER_, -port, 15436, -log_dir, C:\Users\Aditya.Kumar1\IdeaProjects\H2OStandAlone/]
10-09 01:52:29.242 10.2.107.37:15436     12852        main  INFO water.default: Java availableProcessors: 4
10-09 01:52:29.242 10.2.107.37:15436     12852        main  INFO water.default: Java heap totalMemory: 245.5 MB
10-09 01:52:29.243 10.2.107.37:15436     12852        main  INFO water.default: Java heap maxMemory: 3.56 GB
10-09 01:52:29.243 10.2.107.37:15436     12852        main  INFO water.default: Java version: Java 1.8.0_231 (from Oracle Corporation)
10-09 01:52:29.243 10.2.107.37:15436     12852        main  INFO water.default: JVM launch parameters: [-javaagent:C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2020.2.3\lib\idea_rt.jar=54592:C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2020.2.3\bin, -Dfile.encoding=UTF-8]
10-09 01:52:29.243 10.2.107.37:15436     12852        main  INFO water.default: JVM process id: 12852@Analytics2016
10-09 01:52:29.243 10.2.107.37:15436     12852        main  INFO water.default: OS version: Windows Server 2016 10.0 (amd64)
10-09 01:52:29.243 10.2.107.37:15436     12852        main  INFO water.default: Machine physical memory: 16.00 GB
10-09 01:52:29.244 10.2.107.37:15436     12852        main  INFO water.default: Machine locale: en_US
10-09 01:52:29.244 10.2.107.37:15436     12852        main  INFO water.default: X-h2o-cluster-id: 1602222748579
10-09 01:52:29.244 10.2.107.37:15436     12852        main  INFO water.default: User name: 'Aditya.Kumar1'
10-09 01:52:29.244 10.2.107.37:15436     12852        main  INFO water.default: IPv6 stack selected: false
10-09 01:52:29.245 10.2.107.37:15436     12852        main  INFO water.default: Possible IP Address: lo (Software Loopback Interface 1), 127.0.0.1
10-09 01:52:29.245 10.2.107.37:15436     12852        main  INFO water.default: Possible IP Address: lo (Software Loopback Interface 1), 0:0:0:0:0:0:0:1
10-09 01:52:29.245 10.2.107.37:15436     12852        main  INFO water.default: Network interface is down: name:net0 (Microsoft ISATAP Adapter #2)
10-09 01:52:29.245 10.2.107.37:15436     12852        main  INFO water.default: Network interface is down: name:net1 (Teredo Tunneling Pseudo-Interface)
10-09 01:52:29.245 10.2.107.37:15436     12852        main  INFO water.default: Network interface is down: name:eth0 (Microsoft Kernel Debug Network Adapter)
10-09 01:52:29.246 10.2.107.37:15436     12852        main  INFO water.default: Network interface is down: name:net2 (Microsoft ISATAP Adapter)
10-09 01:52:29.246 10.2.107.37:15436     12852        main  INFO water.default: Possible IP Address: eth1 (Intel(R) 82574L Gigabit Network Connection), 10.2.107.37
10-09 01:52:29.246 10.2.107.37:15436     12852        main  INFO water.default: Possible IP Address: eth1 (Intel(R) 82574L Gigabit Network Connection), fe80:0:0:0:e11c:8963:1cc6:ece8%eth1
10-09 01:52:29.246 10.2.107.37:15436     12852        main  INFO water.default: Network interface is down: name:eth2 (Intel(R) 82574L Gigabit Network Connection-WFP Native MAC Layer LightWeight Filter-0000)
10-09 01:52:29.246 10.2.107.37:15436     12852        main  INFO water.default: Network interface is down: name:eth3 (Intel(R) 82574L Gigabit Network Connection-QoS Packet Scheduler-0000)
10-09 01:52:29.247 10.2.107.37:15436     12852        main  INFO water.default: Network interface is down: name:eth4 (Intel(R) 82574L Gigabit Network Connection-WFP 802.3 MAC Layer LightWeight Filter-0000)
10-09 01:52:29.247 10.2.107.37:15436     12852        main  INFO water.default: H2O node running in unencrypted mode.
10-09 01:52:29.249 10.2.107.37:15436     12852        main  INFO water.default: Internal communication uses port: 15437
10-09 01:52:29.249 10.2.107.37:15436     12852        main  INFO water.default: Listening for HTTP and REST traffic on http://10.2.107.37:15436/
10-09 01:52:29.269 10.2.107.37:15436     12852        main  INFO water.default: H2O cloud name: '_PB_STP_CLUSTER_' on /10.2.107.37:15436, static configuration based on -flatfile null
10-09 01:52:29.272 10.2.107.37:15436     12852        main  INFO water.default: If you have trouble connecting, try SSH tunneling from your local machine (e.g., via port 55555):
10-09 01:52:29.272 10.2.107.37:15436     12852        main  INFO water.default:   1. Open a terminal and run 'ssh -L 55555:localhost:15436 Aditya.Kumar1@10.2.107.37'
10-09 01:52:29.272 10.2.107.37:15436     12852        main  INFO water.default:   2. Point your browser to http://localhost:55555
10-09 01:52:29.293 10.2.107.37:15436     12852        main  INFO water.default: Log dir: 'C:\Users\Aditya.Kumar1\IdeaProjects\H2OStandAlone'
10-09 01:52:29.293 10.2.107.37:15436     12852        main  INFO water.default: Cur dir: 'C:\Users\Aditya.Kumar1\IdeaProjects\H2OStandAlone'
10-09 01:52:29.301 10.2.107.37:15436     12852        main  INFO water.default: Distributed HTTP import not available (import from HTTP/HTTPS will be eager)
10-09 01:52:29.302 10.2.107.37:15436     12852        main  INFO water.default: HDFS subsystem not available
10-09 01:52:29.302 10.2.107.37:15436     12852        main  INFO water.default: S3 subsystem not available
10-09 01:52:29.302 10.2.107.37:15436     12852        main  INFO water.default: GCS subsystem not available
10-09 01:52:29.303 10.2.107.37:15436     12852        main  INFO water.default: Flow dir: 'C:/Users/Aditya.Kumar1/h2oflows'
10-09 01:52:29.337 10.2.107.37:15436     12852        main  INFO water.default: Cloud of size 1 formed [/10.2.107.37:15436]
10-09 01:52:29.346 10.2.107.37:15436     12852        main  INFO water.default: Registered parsers: [GUESS, ARFF, XLS, SVMLight, CSV]
10-09 01:52:29.347 10.2.107.37:15436     12852        main  INFO water.default: Registered 0 core extensions in: 1ms
10-09 01:52:29.350 10.2.107.37:15436     12852        main  INFO water.default: Registered H2O core extensions: []
10-09 01:52:29.915 10.2.107.37:15436     12852        main  INFO water.default: Registered: 203 REST APIs in: 565ms
10-09 01:52:29.915 10.2.107.37:15436     12852        main  INFO water.default: Registered REST API extensions: [Algos, AutoML, Core V3, Core V4, TargetEncoder]
10-09 01:52:30.046 10.2.107.37:15436     12852        main  INFO water.default: Registered: 278 schemas in 131ms
10-09 01:52:30.046 10.2.107.37:15436     12852        main  INFO water.default: H2O started in 1457ms
10-09 01:52:30.046 10.2.107.37:15436     12852        main  INFO water.default: 
10-09 01:52:30.046 10.2.107.37:15436     12852        main  INFO water.default: Open H2O Flow in your web browser: http://10.2.107.37:15436
10-09 01:52:30.047 10.2.107.37:15436     12852        main  INFO water.default: 
Analytics Engine Started in [0] ms
10-09 01:52:30.485 10.2.107.37:15436     12852  4556038-19  INFO water.default: GET /3/InitID, parms: {}
10-09 01:52:30.489 10.2.107.37:15436     12852  4556038-19  INFO water.default: Locking cloud to new members, because water.api.schemas3.InitIDV3
10-09 01:52:30.549 10.2.107.37:15436     12852  4556038-14  INFO water.default: 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 01:52:30.631 10.2.107.37:15436     12852  4556038-15  INFO water.default: POST /3/ParseSetup, parms: {source_frames=nfs:\C:\SampleDataSets\DirectBankUSAx.csv}
10-09 01:52:31.139 10.2.107.37:15436     12852  4556038-15  INFO water.default: ParseSetup heuristic: cloudSize: 1, cores: 4, numCols: 41, maxLineLength: 189, totalSize: 16930596, localParseSize: 16930596, chunkSize: 1058304, numChunks: 15, numChunks * cols: 615
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":1058304,"total_filtered_column_count":41,"_exclude_fields":""}
10-09 01:52:31.170 10.2.107.37:15436     12852  4556038-13  INFO water.default: 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=1058304}
10-09 01:52:31.178 10.2.107.37:15436     12852  4556038-13  INFO water.default: Total file size: 16.1 MB
10-09 01:52:31.192 10.2.107.37:15436     12852  4556038-13  INFO water.default: Parse chunk size 1058304
10-09 01:52:31.223 10.2.107.37:15436     12852      FJ-2-7  INFO water.default: Key nfs:\C:\SampleDataSets\DirectBankUSAx.csv will be parsed using method DistributedParse.
10-09 01:52:32.842 10.2.107.37:15436     12852      FJ-1-7  INFO water.default: Parse result for AdityaGLMLogistic.data (100000 rows, 41 columns):
10-09 01:52:33.159 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:                ColV2    type          min          max         mean        sigma         NAs constant cardinality
10-09 01:52:33.159 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:       CustomerNumber: numeric      1.00000       550862       275510       159313                            
10-09 01:52:33.160 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:         HomePostCode:  factor     ********      \14 7TH                                   194           27312
10-09 01:52:33.160 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:       BranchPostCode:  factor     AB9  1BE     YO8  0NX                                    46             378
10-09 01:52:33.160 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:            StateCode:  factor        11001        WY045                                                  2935
10-09 01:52:33.160 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:       BankHeadOffice:  factor           CA           NY                                   208               4
10-09 01:52:33.160 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:                  Age: numeric     -1.00000      94.0000      38.0920      9.64981                            
10-09 01:52:33.161 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:               Gender: numeric      1.00000      2.00000      1.17219     0.377547                            
10-09 01:52:33.161 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:   NumberOfDependants: numeric      0.00000      30.0000      1.04460      1.19198                            
10-09 01:52:33.161 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:        MaritalStatus: numeric      1.00000      9.00000      2.78697      1.55614                            
10-09 01:52:33.161 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:  MatrimonialDisputes: numeric      0.00000      1.00000    0.0202600     0.140889                            
10-09 01:52:33.161 10.2.107.37:15436     12852      FJ-1-7  INFO water.default: Additional column information only sent to log file...
10-09 01:52:33.163 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:         RespondPress: numeric      0.00000      1.00000    0.0582600     0.234236                            
10-09 01:52:33.164 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          TrialTarget: numeric      0.00000      1.00000     0.308780     0.461992                            
10-09 01:52:33.164 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:         TrialMailing: numeric      0.00000      1.00000     0.189480     0.391891                            
10-09 01:52:33.165 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:         TrialRespond: numeric      0.00000      1.00000    0.0178400     0.132370                            
10-09 01:52:33.165 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          WestCoaster: numeric      0.00000      1.00000    0.0552700     0.228508                            
10-09 01:52:33.165 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:           TrialScore: numeric      384.844      505.324      432.272      19.5647                            
10-09 01:52:33.165 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:      TrialPropensity: numeric    0.0181457     0.545998     0.102585    0.0652135                            
10-09 01:52:33.165 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:        RolloutTarget: numeric      0.00000      1.00000     0.199770     0.399829                            
10-09 01:52:33.165 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:       RolloutMailing: numeric      0.00000      1.00000     0.166720     0.372728                            
10-09 01:52:33.166 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:      RolloutResponse: numeric      0.00000      1.00000    0.0338300     0.180792                            
10-09 01:52:33.179 10.2.107.37:15436     12852      FJ-1-7  INFO water.default: Chunk compression summary:
10-09 01:52:33.179 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:   Chunk Type                 Chunk Name       Count  Count Percentage        Size  Size Percentage
10-09 01:52:33.180 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          C0L              Constant long          16           2.439 %      1.3 KB          0.018 %
10-09 01:52:33.180 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          CBS                     Binary         112          17.073 %     93.2 KB          1.304 %
10-09 01:52:33.180 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          CXI            Sparse Integers         128          19.512 %     73.5 KB          1.029 %
10-09 01:52:33.180 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:           C1            1-Byte Integers          16           2.439 %     98.7 KB          1.382 %
10-09 01:52:33.180 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          C1N  1-Byte Integers (w/o NAs)         109          16.616 %    672.7 KB          9.418 %
10-09 01:52:33.180 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          C1S           1-Byte Fractions           3           0.457 %     18.4 KB          0.258 %
10-09 01:52:33.180 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:           C2            2-Byte Integers          64           9.756 %    785.5 KB         10.998 %
10-09 01:52:33.180 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          C2S           2-Byte Fractions          17           2.591 %    208.9 KB          2.924 %
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:           C4            4-Byte Integers          19           2.896 %    464.6 KB          6.505 %
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          C4S           4-Byte Fractions         151          23.018 %      3.6 MB         51.803 %
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:          C8D               64-bit Reals          21           3.201 %      1.0 MB         14.361 %
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default: Frame distribution summary:
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:                          Size  Number of Rows  Number of Chunks per Column  Number of Chunks
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default: 10.2.107.37:15436      7.0 MB          100000                           16               656
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:              mean      7.0 MB   100000.000000                    16.000000        656.000000
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:               min      7.0 MB   100000.000000                    16.000000        656.000000
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:               max      7.0 MB   100000.000000                    16.000000        656.000000
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:            stddev        0  B        0.000000                     0.000000          0.000000
10-09 01:52:33.181 10.2.107.37:15436     12852      FJ-1-7  INFO water.default:             total      7.0 MB          100000                           16               656
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":1058304,"delete_on_done":false,"blocking":true,"job":{"key":{"name":"$03010a026b254d3cffffffff$_91ac43acfb9895ceb5ceba3654274a32","type":"Key\u003cJob\u003e","URL":"/3/Jobs/$03010a026b254d3cffffffff$_91ac43acfb9895ceb5ceba3654274a32"},"description":"Parse","status":"DONE","progress":1.0,"progress_msg":"Done.","start_time":1602222751199,"msec":1983,"dest":{"name":"AdityaGLMLogistic.data","type":"Key\u003cFrame\u003e","URL":"/3/Frames/AdityaGLMLogistic.data"},"ready_for_view":true},"rows":100000,"_exclude_fields":""}
10-09 01:52:33.209 10.2.107.37:15436     12852  4556038-15  INFO water.default: POST /99/Rapids, parms: {ast=(,   (tmp= tmp_7dfa32b9-94d1-4ac0-bb9e-bd79c992e103 (h2o.runif AdityaGLMLogistic.data 17706))  (assign AdityaGLMLogistic.train    (rows AdityaGLMLogistic.data (<= tmp_7dfa32b9-94d1-4ac0-bb9e-bd79c992e103 0.70)))  (assign AdityaGLMLogistic.validation    (rows AdityaGLMLogistic.data (> tmp_7dfa32b9-94d1-4ac0-bb9e-bd79c992e103 0.70)))  (rm tmp_7dfa32b9-94d1-4ac0-bb9e-bd79c992e103)), _exclude_fields=, session_id=_sid_a1e7, id=}
Split data into train and test
About to train GLM. . .
10-09 01:52:33.984 10.2.107.37:15436     12852  4556038-13  INFO water.default: 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, link=logit, max_categorical_levels=10, family=binomial, max_confusion_matrix_size=20, custom_metric_func=, max_active_predictors=500, stopping_tolerance=0.001, 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=AUTO, HGLM=false, score_iteration_interval=-1, 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=0, 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 01:52:34.202 10.2.107.37:15436     12852  4556038-13  WARN water.default: _train: Dropping bad and constant columns: [PenaltyInterest]
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,"score_iteration_interval":-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":0,"max_runtime_secs":0.0,"stopping_metric":"AUTO","stopping_tolerance":0.001,"gainslift_bins":-1,"custom_metric_func":"","custom_distribution_func":"","export_checkpoints_dir":""},"algo":"glm","algo_full_name":"Generalized Linear Modeling","can_build":["Regression","Binomial"],"supervised":true,"job":{"key":{"name":"$03010a026b254d3cffffffff$_96a968d5a71773bce5402152ccd1480b","type":"Key\u003cJob\u003e","URL":"/3/Jobs/$03010a026b254d3cffffffff$_96a968d5a71773bce5402152ccd1480b"},"description":"GLM","status":"RUNNING","progress":0.0,"start_time":1602222754219,"msec":0,"dest":{"name":"AdityaGLMLogistic","type":"Key\u003cModel\u003e","URL":"/3/Models/AdityaGLMLogistic"},"ready_for_view":true},"messages":[{"message_type":"TRACE","field_name":"keep_cross_validation_models","message":"Only for cross-validation."},{"message_type":"TRACE","field_name":"keep_cross_validation_predictions","message":"Only for cross-validation."},{"message_type":"TRACE","field_name":"keep_cross_validation_fold_assignment","message":"Only for cross-validation."},{"message_type":"TRACE","field_name":"fold_assignment","message":"Only for cross-validation."},{"message_type":"TRACE","field_name":"tweedie_power","message":"Only for 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 01:52:34.238 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: Building H2O GLM model with these parameters:
10-09 01:52:34.323 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: {"_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":0,"_stopping_metric":"AUTO","_stopping_tolerance":0.001,"_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,"_score_iteration_interval":-1,"_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 01:52:34.326 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: train dataset already contains 16 (non-empty)  chunks. No need to rebalance. [desiredChunks=4, rebalanceRatio=1.0]
10-09 01:52:34.326 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: valid dataset already contains 16 (non-empty)  chunks. No need to rebalance. [desiredChunks=4, rebalanceRatio=1.0]
10-09 01:52:34.746 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: Starting model AdityaGLMLogistic
10-09 01:52:34.808 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: 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 01:52:34.891 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: GLM[dest=AdityaGLMLogistic, iter=0 lmb=.1E-1 obj=0.08904 imp=.1E1 bdf=.4E1] computed in 79+4=83ms, step = 1, l1solver iter = 12, gerr = 7.823139674479753E-5
10-09 01:52:34.906 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] relImprovement < eps; relImprovement = 0.00876053979454864, eps = 0.43
DONE after 1 iterations (1)
10-09 01:52:34.969 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] solution has 3 nonzeros
10-09 01:52:34.974 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] Scoring after 752ms
10-09 01:52:35.213 10.2.107.37:15436     12852     FJ-2-27  INFO water.default: Starting model Quantiles_model_1602222748579_1
10-09 01:52:35.355 10.2.107.37:15436     12852     FJ-2-27  INFO water.default: Completing model Quantiles_model_1602222748579_1
10-09 01:52:35.422 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] Model Metrics Type: BinomialGLM
10-09 01:52:35.423 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  Description: N/A
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  model id: AdityaGLMLogistic
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  frame id: AdityaGLMLogistic.train
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  MSE: 0.017407242
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  RMSE: 0.1319365
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  AUC: 0.8242178
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  pr_auc: 0.081791736
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  logloss: 0.07881623
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  mean_per_class_error: 0.2623902
10-09 01:52:35.424 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  default threshold: 0.07198531925678253
10-09 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  CM: Confusion Matrix (Row labels: Actual class; Column labels: Predicted class):
10-09 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:             0     1   Error            Rate
10-09 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      0  61645  7079  0.1030  7,079 / 68,724
10-09 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      1    523   717  0.4218     523 / 1,240
10-09 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: Totals  62168  7796  0.1087  7,602 / 69,964
10-09 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: Gains/Lift Table (Avg response rate:  1.77 %, avg score:  2.89 %):
10-09 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:   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 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.425 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.426 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:       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 01:52:35.426 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      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 01:52:35.427 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      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 01:52:35.427 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      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 01:52:35.427 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      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 01:52:35.428 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      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 01:52:35.429 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      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 01:52:35.429 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:      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 01:52:35.429 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  null DOF: 69963.0
10-09 01:52:35.429 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  residual DOF: 69961.0
10-09 01:52:35.429 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  null deviance: 12459.408
10-09 01:52:35.429 10.2.107.37:15436     12852      FJ-1-3  INFO water.default:  residual deviance: 11028.598
10-09 01:52:35.430 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: GLM[dest=AdityaGLMLogistic, iter=1 lmb=.1E-1 obj=0.08826 imp=.88E-2 bdf=.6E0] Training metrics computed in 424ms
10-09 01:52:35.485 10.2.107.37:15436     12852     FJ-2-27  INFO water.default: Starting model Quantiles_model_1602222748579_2
10-09 01:52:35.517 10.2.107.37:15436     12852     FJ-2-27  INFO water.default: Completing model Quantiles_model_1602222748579_2
10-09 01:52:35.581 10.2.107.37:15436     12852      FJ-1-3  INFO water.default: Completing model AdityaGLMLogistic
GLM build done.
10-09 01:52:36.282 10.2.107.37:15436     12852  4556038-13  INFO water.default: DELETE /3/Frames/AdityaGLMLogistic.data, parms: {}
10-09 01:52:36.291 10.2.107.37:15436     12852  4556038-15  INFO water.default: DELETE /3/Frames/AdityaGLMLogistic.train, parms: {}
10-09 01:52:36.294 10.2.107.37:15436     12852  4556038-13  INFO water.default: DELETE /3/Frames/AdityaGLMLogistic.validation, parms: {}
10-09 01:52:36.297 10.2.107.37:15436     12852  4556038-15  INFO water.default: DELETE /3/InitID, parms: {}
Shutting down the Analytics Engine.

Process finished with exit code 0