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h2oai / h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
http://h2o.ai
Apache License 2.0
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Scoring on GBM looks like it uses a bad serialized tree #13092

Closed exalate-issue-sync[bot] closed 1 year ago

exalate-issue-sync[bot] commented 1 year ago

Capturing this raw for now in case it doesn't repro.

/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/bin/java -ea -Didea.launcher.port=7533 "-Didea.launcher.bin.path=/Applications/IntelliJ IDEA 14.app/Contents/bin" -Dfile.encoding=UTF-8 -classpath "/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/lib/ant-javafx.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/lib/dt.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/lib/javafx-doclet.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/lib/javafx-mx.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/lib/jconsole.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/lib/sa-jdi.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/lib/tools.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/charsets.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/deploy.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/htmlconverter.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/javaws.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/jce.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/jfr.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/jfxrt.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/jsse.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/management-agent.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/plugin.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/resources.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/rt.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/ext/dnsns.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/ext/localedata.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/ext/sunec.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/ext/sunjce_provider.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/ext/sunpkcs11.jar:/Library/Java/JavaVirtualMachines/jdk1.7.0_51.jdk/Contents/Home/jre/lib/ext/zipfs.jar:/Users/tomk/0xdata/ws/h2o-dev/out/production/h2o-app:/Users/tomk/0xdata/ws/h2o-dev/out/production/h2o-web:/Users/tomk/0xdata/ws/h2o-dev/out/production/h2o-algos:/Users/tomk/0xdata/ws/h2o-dev/out/production/h2o-core:/Users/tomk/.gradle/caches/modules-2/files-2.1/joda-time/joda-time/2.3/56498efd17752898cfcc3868c1b6211a07b12b8f/joda-time-2.3.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/org.apache.hadoop/hadoop-client/2.5.0-cdh5.2.0/9234347eb02e64e4d878d39436df8078c59ceeb6/hadoop-client-2.5.0-cdh5.2.0.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/com.google.guava/guava/16.0.1/5fa98cd1a63c99a44dd8d3b77e4762b066a5d0c5/guava-16.0.1.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/org.javassist/javassist/3.18.2-GA/1180a90fbad732b60fb728a6bbe8fcb3151423d7/javassist-3.18.2-GA.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/org.apache.hadoop/hadoop-common/2.5.0-cdh5.2.0/78240a78bb67bd7da8165922f975eef4e3129628/hadoop-common-2.5.0-cdh5.2.0.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/org.apache.hadoop/hadoop-hdfs/2.5.0-cdh5.2.0/56d244b00e9cee26ce49c810bc59babca7fb30cf/hadoop-hdfs-2.5.0-cdh5.2.0.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/org.apache.hadoop/hadoop-yarn-api/2.5.0-cdh5.2.0/73307502c7b214bb0fa91002280e47eabf6f719b/hadoop-yarn-api-2.5.0-cdh5.2.0.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/org.apache.hadoop/hadoop-annotations/2.5.0-cdh5.2.0/c39e42a79c99f495c27a919bc8809fbeb49c5311/hadoop-annotations-2.5.0-cdh5.2.0.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/commons-cli/commons-cli/1.2/2bf96b7aa8b611c177d329452af1dc933e14501c/commons-cli-1.2.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/org.apache.commons/commons-math3/3.1.1/6719d757a98ff24a83d9d727bef9cec83f59b6e1/commons-math3-3.1.1.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/xmlenc/xmlenc/0.52/d82554efbe65906d83b3d97bd7509289e9db561a/xmlenc-0.52.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/commons-httpclient/commons-httpclient/3.1/964cd74171f427720480efdec40a7c7f6e58426a/commons-httpclient-3.1.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/commons-io/commons-io/2.4/b1b6ea3b7e4aa4f492509a4952029cd8e48019ad/commons-io-2.4.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/commons-net/commons-net/3.1/2298164a7c2484406f2aa5ac85b205d39019896f/commons-net-3.1.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/commons-lang/commons-lang/2.6/ce1edb914c94ebc388f086c6827e8bdeec71ac2/commons-lang-2.6.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/commons-configuration/commons-configuration/1.6/32cadde23955d7681b0d94a2715846d20b425235/commons-configuration-1.6.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/org.apache.avro/avro/1.7.6-cdh5.2.0/f92f2820838f3ec66ed168a6c40e938b318b738/avro-1.7.6-cdh5.2.0.jar:/Users/tomk/.gradle/caches/modules-2/files-2.1/com.google.protobuf/protobuf-java/2.5.0/a10732c76bfacdbd633a7eb0f7968b1059a65dfa/prot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IDEA 14.app/Contents/lib/idea_rt.jar" com.intellij.rt.execution.application.AppMain water.H2OApp -name tomk-h2o-dev-in-idea 11-11 16:22:24.544 172.16.2.33:54321 29685 main INFO: ----- H2O started ----- 11-11 16:22:24.659 172.16.2.33:54321 29685 main INFO: Build git branch: master 11-11 16:22:24.659 172.16.2.33:54321 29685 main INFO: Build git hash: bbabedb014eb136ae4616665652f1b9aad7636e3 11-11 16:22:24.660 172.16.2.33:54321 29685 main INFO: Build git describe: RELEASE-0.1.10-109-gbbabedb 11-11 16:22:24.660 172.16.2.33:54321 29685 main INFO: Build project version: 0.1.11-SNAPSHOT 11-11 16:22:24.660 172.16.2.33:54321 29685 main INFO: Built by: 'tomk' 11-11 16:22:24.660 172.16.2.33:54321 29685 main INFO: Built on: '2014-11-11 13:31:41' 11-11 16:22:24.660 172.16.2.33:54321 29685 main INFO: Java availableProcessors: 8 11-11 16:22:24.660 172.16.2.33:54321 29685 main INFO: Java heap totalMemory: 245.5 MB 11-11 16:22:24.660 172.16.2.33:54321 29685 main INFO: Java heap maxMemory: 3.56 GB 11-11 16:22:24.660 172.16.2.33:54321 29685 main INFO: Java version: Java 1.7.0_51 (from Oracle Corporation) 11-11 16:22:24.661 172.16.2.33:54321 29685 main INFO: OS version: Mac OS X 10.9.5 (x86_64) 11-11 16:22:24.661 172.16.2.33:54321 29685 main INFO: Possible IP Address: en0 (en0), fe80:0:0:0:2acf:e9ff:fe1c:ccf%4 11-11 16:22:24.661 172.16.2.33:54321 29685 main INFO: Possible IP Address: en0 (en0), 172.16.2.33 11-11 16:22:24.661 172.16.2.33:54321 29685 main INFO: Possible IP Address: lo0 (lo0), fe80:0:0:0:0:0:0:1%1 11-11 16:22:24.661 172.16.2.33:54321 29685 main INFO: Possible IP Address: lo0 (lo0), 0:0:0:0:0:0:0:1 11-11 16:22:24.661 172.16.2.33:54321 29685 main INFO: Possible IP Address: lo0 (lo0), 127.0.0.1 11-11 16:22:24.661 172.16.2.33:54321 29685 main INFO: Internal communication uses port: 54322 11-11 16:22:24.661 172.16.2.33:54321 29685 main INFO: Listening for HTTP and REST traffic on http://172.16.2.33:54321/ 11-11 16:22:24.662 172.16.2.33:54321 29685 main INFO: H2O cloud name: 'tomk-h2o-dev-in-idea' on /172.16.2.33:54321, discovery address /237.179.75.139:60851 11-11 16:22:24.662 172.16.2.33:54321 29685 main INFO: If you have trouble connecting, try SSH tunneling from your local machine (e.g., via port 55555): 11-11 16:22:24.662 172.16.2.33:54321 29685 main INFO: 1. Open a terminal and run 'ssh -L 55555:localhost:54321 tomk@172.16.2.33' 11-11 16:22:24.662 172.16.2.33:54321 29685 main INFO: 2. Point your browser to http://localhost:55555 11-11 16:22:24.665 172.16.2.33:54321 29685 main INFO: Log dir: '/tmp/h2o-tomk/h2ologs' 11-11 16:22:24.744 172.16.2.33:54321 29685 main INFO: Cloud of size 1 formed [/172.16.2.33:54321] 11-11 16:22:31.104 172.16.2.33:54321 29685 # Session INFO: Path: /2/ImportFiles, route: ^(/v?\d+)?/ImportFiles, parms: {path=/Users/tomk/0xdata/Datasets/h2o-training/test-a/98LRN.csv} 11-11 16:22:32.700 172.16.2.33:54321 29685 # Session INFO: Path: /2/ParseSetup, route: ^(/v?\d+)?/ParseSetup, parms: {srcs=[nfs://Users/tomk/0xdata/Datasets/h2o-training/test-a/98LRN.csv]} 11-11 16:22:39.467 172.16.2.33:54321 29685 # Session INFO: Path: /2/Parse, route: ^(/v?\d+)?/Parse, parms: {ncols=481, singleQuotes=false, hex=X98LRN.hex, pType=CSV, srcs=[nfs://Users/tomk/0xdata/Datasets/h2o-training/test-a/98LRN.csv], delete_on_done=true, checkHeader=1, columnNames=[ODATEDW,OSOURCE,TCODE,STATE,ZIP,MAILCODE,PVASTATE,DOB,NOEXCH,RECINHSE,RECP3,RECPGVG,RECSWEEP,MDMAUD,DOMAIN,CLUSTER,AGE,AGEFLAG,HOMEOWNR,CHILD03,CHILD07,CHILD12,CHILD18,NUMCHLD,INCOME,GENDER,WEALTH1,HIT,MBCRAFT,MBGARDEN,MBBOOKS,MBCOLECT,MAGFAML,MAGFEM,MAGMALE,PUBGARDN,PUBCULIN,PUBHLTH,PUBDOITY,PUBNEWFN,PUBPHOTO,PUBOPP,DATASRCE,MALEMILI,MALEVET,VIETVETS,WWIIVETS,LOCALGOV,STATEGOV,FEDGOV,SOLP3,SOLIH,MAJOR,WEALTH2,GEOCODE,COLLECT1,VETERANS,BIBLE,CATLG,HOMEE,PETS,CDPLAY,STEREO,PCOWNERS,PHOTO,CRAFTS,FISHER,GARDENIN,BOATS,WALKER,KIDSTUFF,CARDS,PLATES,LIFESRC,PEPSTRFL,POP901,POP902,POP903,POP90C1,POP90C2,POP90C3,POP90C4,POP90C5,ETH1,ETH2,ETH3,ETH4,ETH5,ETH6,ETH7,ETH8,ETH9,ETH10,ETH11,ETH12,ETH13,ETH14,ETH15,ETH16,AGE901,AGE902,AGE903,AGE904,AGE905,AGE906,AGE907,CHIL1,CHIL2,CHIL3,AGEC1,AGEC2,AGEC3,AGEC4,AGEC5,AGEC6,AGEC7,CHILC1,CHILC2,CHILC3,CHILC4,CHILC5,HHAGE1,HHAGE2,HHAGE3,HHN1,HHN2,HHN3,HHN4,HHN5,HHN6,MARR1,MARR2,MARR3,MARR4,HHP1,HHP2,DW1,DW2,DW3,DW4,DW5,DW6,DW7,DW8,DW9,HV1,HV2,HV3,HV4,HU1,HU2,HU3,HU4,HU5,HHD1,HHD2,HHD3,HHD4,HHD5,HHD6,HHD7,HHD8,HHD9,HHD10,HHD11,HHD12,ETHC1,ETHC2,ETHC3,ETHC4,ETHC5,ETHC6,HVP1,HVP2,HVP3,HVP4,HVP5,HVP6,HUR1,HUR2,RHP1,RHP2,RHP3,RHP4,HUPA1,HUPA2,HUPA3,HUPA4,HUPA5,HUPA6,HUPA7,RP1,RP2,RP3,RP4,MSA,ADI,DMA,IC1,IC2,IC3,IC4,IC5,IC6,IC7,IC8,IC9,IC10,IC11,IC12,IC13,IC14,IC15,IC16,IC17,IC18,IC19,IC20,IC21,IC22,IC23,HHAS1,HHAS2,HHAS3,HHAS4,MC1,MC2,MC3,TPE1,TPE2,TPE3,TPE4,TPE5,TPE6,TPE7,TPE8,TPE9,PEC1,PEC2,TPE10,TPE11,TPE12,TPE13,LFC1,LFC2,LFC3,LFC4,LFC5,LFC6,LFC7,LFC8,LFC9,LFC10,OCC1,OCC2,OCC3,OCC4,OCC5,OCC6,OCC7,OCC8,OCC9,OCC10,OCC11,OCC12,OCC13,EIC1,EIC2,EIC3,EIC4,EIC5,EIC6,EIC7,EIC8,EIC9,EIC10,EIC11,EIC12,EIC13,EIC14,EIC15,EIC16,OEDC1,OEDC2,OEDC3,OEDC4,OEDC5,OEDC6,OEDC7,EC1,EC2,EC3,EC4,EC5,EC6,EC7,EC8,SEC1,SEC2,SEC3,SEC4,SEC5,AFC1,AFC2,AFC3,AFC4,AFC5,AFC6,VC1,VC2,VC3,VC4,ANC1,ANC2,ANC3,ANC4,ANC5,ANC6,ANC7,ANC8,ANC9,ANC10,ANC11,ANC12,ANC13,ANC14,ANC15,POBC1,POBC2,LSC1,LSC2,LSC3,LSC4,VOC1,VOC2,VOC3,HC1,HC2,HC3,HC4,HC5,HC6,HC7,HC8,HC9,HC10,HC11,HC12,HC13,HC14,HC15,HC16,HC17,HC18,HC19,HC20,HC21,MHUC1,MHUC2,AC1,AC2,ADATE_2,ADATE_3,ADATE_4,ADATE_5,ADATE_6,ADATE_7,ADATE_8,ADATE_9,ADATE_10,ADATE_11,ADATE_12,ADATE_13,ADATE_14,ADATE_15,ADATE_16,ADATE_17,ADATE_18,ADATE_19,ADATE_20,ADATE_21,ADATE_22,ADATE_23,ADATE_24,RFA_2,RFA_3,RFA_4,RFA_5,RFA_6,RFA_7,RFA_8,RFA_9,RFA_10,RFA_11,RFA_12,RFA_13,RFA_14,RFA_15,RFA_16,RFA_17,RFA_18,RFA_19,RFA_20,RFA_21,RFA_22,RFA_23,RFA_24,CARDPROM,MAXADATE,NUMPROM,CARDPM12,NUMPRM12,RDATE_3,RDATE_4,RDATE_5,RDATE_6,RDATE_7,RDATE_8,RDATE_9,RDATE_10,RDATE_11,RDATE_12,RDATE_13,RDATE_14,RDATE_15,RDATE_16,RDATE_17,RDATE_18,RDATE_19,RDATE_20,RDATE_21,RDATE_22,RDATE_23,RDATE_24,RAMNT_3,RAMNT_4,RAMNT_5,RAMNT_6,RAMNT_7,RAMNT_8,RAMNT_9,RAMNT_10,RAMNT_11,RAMNT_12,RAMNT_13,RAMNT_14,RAMNT_15,RAMNT_16,RAMNT_17,RAMNT_18,RAMNT_19,RAMNT_20,RAMNT_21,RAMNT_22,RAMNT_23,RAMNT_24,RAMNTALL,NGIFTALL,CARDGIFT,MINRAMNT,MINRDATE,MAXRAMNT,MAXRDATE,LASTGIFT,LASTDATE,FISTDATE,NEXTDATE,TIMELAG,AVGGIFT,CONTROLN,TARGET_B,TARGET_D,HPHONE_D,RFA_2R,RFA_2F,RFA_2A,MDMAUD_R,MDMAUD_F,MDMAUD_A,CLUSTER2,GEOCODE2], sep=44} 11-11 16:22:43.648 172.16.2.33:54321 29685 FJ-0-15 INFO: Parse result for X98LRN.hex (95412 rows): 11-11 16:22:44.219 172.16.2.33:54321 29685 FJ-0-15 INFO: Col type min max NAs constant numLevels 11-11 16:22:44.219 172.16.2.33:54321 29685 FJ-0-15 INFO: ODATEDW: numeric 8306.00 9701.00
11-11 16:22:44.220 172.16.2.33:54321 29685 FJ-0-15 INFO: OSOURCE: categorical 0.00000 894.000 928 895 11-11 16:22:44.220 172.16.2.33:54321 29685 FJ-0-15 INFO: TCODE: numeric 0.00000 72002.0
11-11 16:22:44.221 172.16.2.33:54321 29685 FJ-0-15 INFO: STATE: categorical 0.00000 56.0000 57 11-11 16:22:44.221 172.16.2.33:54321 29685 FJ-0-15 INFO: ZIP: numeric 801.000 99950.0 5282
11-11 16:22:44.222 172.16.2.33:54321 29685 FJ-0-15 INFO: MAILCODE: categorical 0.00000 0.00000 94013 constant 1 11-11 16:22:44.222 172.16.2.33:54321 29685 FJ-0-15 INFO: PVASTATE: categorical 0.00000 1.00000 93954 2 11-11 16:22:44.222 172.16.2.33:54321 29685 FJ-0-15 INFO: DOB: numeric 0.00000 9710.00
11-11 16:22:44.223 172.16.2.33:54321 29685 FJ-0-15 INFO: NOEXCH: numeric 0.00000 1.00000 42
11-11 16:22:44.223 172.16.2.33:54321 29685 FJ-0-15 INFO: RECINHSE: categorical 0.00000 0.00000 88709 constant 1 Additional column information only sent to log file... 11-11 16:22:44.348 172.16.2.33:54321 29685 FJ-0-15 INFO: TARGET_D: numeric 0.00000 200.000
11-11 16:22:44.349 172.16.2.33:54321 29685 FJ-0-15 INFO: HPHONE_D: numeric 0.00000 1.00000
11-11 16:22:44.349 172.16.2.33:54321 29685 FJ-0-15 INFO: RFA_2R: categorical 0.00000 0.00000 constant 1 11-11 16:22:44.349 172.16.2.33:54321 29685 FJ-0-15 INFO: RFA_2F: numeric 1.00000 4.00000
11-11 16:22:44.350 172.16.2.33:54321 29685 FJ-0-15 INFO: RFA_2A: categorical 0.00000 3.00000 4 11-11 16:22:44.350 172.16.2.33:54321 29685 FJ-0-15 INFO: MDMAUD_R: categorical 0.00000 4.00000 5 11-11 16:22:44.350 172.16.2.33:54321 29685 FJ-0-15 INFO: MDMAUD_F: numeric 1.00000 5.00000 95118
11-11 16:22:44.350 172.16.2.33:54321 29685 FJ-0-15 INFO: MDMAUD_A: categorical 0.00000 4.00000 5 11-11 16:22:44.351 172.16.2.33:54321 29685 FJ-0-15 INFO: CLUSTER2: numeric 1.00000 62.0000 132
11-11 16:22:44.351 172.16.2.33:54321 29685 FJ-0-15 INFO: GEOCODE2: categorical 0.00000 4.00000 187 5 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: Internal FluidVec compression/distribution summary: 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: Chunk type count fraction size rel. size 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C0L 44 0.339 % 3.4 KB 0.007 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C0D 42 0.323 % 3.3 KB 0.007 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: CBS 76 0.585 % 46.9 KB 0.093 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C1 2721 20.952 % 9.3 MB 18.930 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C1N 7708 59.352 % 26.5 MB 53.739 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C1S 1217 9.371 % 4.2 MB 8.519 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C2 587 4.520 % 4.0 MB 8.099 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C2S 370 2.849 % 2.6 MB 5.209 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C4 107 0.824 % 1.4 MB 2.943 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C4S 34 0.262 % 481.3 KB 0.954 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: CX0 5 0.039 % 438 B 0.001 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: CXI 49 0.377 % 9.3 KB 0.018 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: C8D 27 0.208 % 747.2 KB 1.481 % 11-11 16:22:44.465 172.16.2.33:54321 29685 FJ-0-15 INFO: Total memory usage : 49.3 MB 11-11 16:22:46.826 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_966ccc0b615ec953935cf9d32b62408b, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_966ccc0b615ec953935cf9d32b62408b} 11-11 16:22:49.259 172.16.2.33:54321 29685 # Session INFO: Path: /2/Inspect, route: ^(/v?\d+)?/Inspect, parms: {key=X98LRN.hex} 11-11 16:22:49.400 172.16.2.33:54321 29685 # Session INFO: Path: /3/Frames/X98LRN.hex, route: /3/Frames/(?.), parms: {key=X98LRN.hex} 11-11 16:23:26.622 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_a883c00cb0a9b231ef1467cb65714c3c, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_a883c00cb0a9b231ef1467cb65714c3c} 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: java.lang.IllegalArgumentException: Job is missing 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at water.api.JobsHandler.fetch(JobsHandler.java:38) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at java.lang.reflect.Method.invoke(Method.java:606) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at water.api.Handler.handle(Handler.java:55) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at water.api.RequestServer.handle(RequestServer.java:465) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at water.api.RequestServer.serve(RequestServer.java:443) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at water.NanoHTTPD$HTTPSession.run(NanoHTTPD.java:428) 11-11 16:23:26.625 172.16.2.33:54321 29685 # Session WARN: at java.lang.Thread.run(Thread.java:744) 11-11 16:23:38.510 172.16.2.33:54321 29685 # Session INFO: Path: /3/Frames/X98LRN.hex, route: /3/Frames/(?.), parms: {key=X98LRN.hex} 11-11 16:23:46.866 172.16.2.33:54321 29685 # Session INFO: Path: /2/ModelBuilders, route: /2/ModelBuilders, parms: {} 11-11 16:23:46.896 172.16.2.33:54321 29685 # Session WARN: Expected all ValidationMessage field_name values to have leading underscores; ignoring: vecSize 11-11 16:23:46.896 172.16.2.33:54321 29685 # Session WARN: Expected all ValidationMessage field_name values to have leading underscores; ignoring: windowSize 11-11 16:23:46.896 172.16.2.33:54321 29685 # Session WARN: Expected all ValidationMessage field_name values to have leading underscores; ignoring: epochs 11-11 16:23:54.089 172.16.2.33:54321 29685 # Session INFO: Path: /2/ModelBuilders/gbm, route: /2/ModelBuilders/(?.), parms: {algo=gbm} 11-11 16:23:54.133 172.16.2.33:54321 29685 # Session INFO: Path: /3/Frames, route: /3/Frames, parms: {} 11-11 16:23:54.226 172.16.2.33:54321 29685 # Session INFO: Path: /3/Frames/X98LRN.hex, route: /3/Frames/(?.), parms: {key=X98LRN.hex} 11-11 16:24:09.964 172.16.2.33:54321 29685 # Session INFO: Path: /2/ModelBuilders/gbm, route: /2/ModelBuilders/gbm, parms: {max_depth=5, learn_rate=0.1, ntrees=5, training_frame=X98LRN.hex, loss=AUTO, nbins=20, response_column=TARGET_B, min_rows=10} 11-11 16:24:10.025 172.16.2.33:54321 29685 FJ-0-5 INFO: Dropping constant columns: MAILCODE, RECINHSE, RECP3, RECPGVG, RECSWEEP, MAJOR, COLLECT1, VETERANS, BIBLE, CATLG, HOMEE, PETS, CDPLAY, STEREO, PCOWNERS, PHOTO, CRAFTS, FISHER, GARDENIN, BOATS, WALKER, KIDSTUFF, CARDS, PLATES, PEPSTRFL, ADATE_5, ADATE_15, RFA_2R, 11-11 16:24:10.027 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_b32e77f10b22d63829f53643d6fc4f08, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_b32e77f10b22d63829f53643d6fc4f08} 11-11 16:24:10.123 172.16.2.33:54321 29685 FJ-0-5 INFO: Prior class distribution: [0.94924116, 0.050758813] 11-11 16:24:10.123 172.16.2.33:54321 29685 FJ-0-5 INFO: Model class distribution: [0.94924116, 0.050758813] 11-11 16:24:10.284 172.16.2.33:54321 29685 FJ-0-5 INFO: ============================================================== 11-11 16:24:10.295 172.16.2.33:54321 29685 FJ-0-5 INFO: r2 is -4.188566821831697, with 0x2 trees (average of 0.0 nodes) 11-11 16:24:10.295 172.16.2.33:54321 29685 FJ-0-5 INFO: Total of 47638 errors on 95412 rows, CM= [[45322, 45247], [2391, 2452]] 11-11 16:24:11.048 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_b32e77f10b22d63829f53643d6fc4f08, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_b32e77f10b22d63829f53643d6fc4f08} 11-11 16:24:11.050 172.16.2.33:54321 29685 FJ-0-5 INFO: 1. tree was built in 00:00:00.590 (Wall: 11-Nov 16:24:11.048) 11-11 16:24:11.070 172.16.2.33:54321 29685 FJ-0-5 INFO: ============================================================== 11-11 16:24:11.070 172.16.2.33:54321 29685 FJ-0-5 INFO: r2 is -3.205840177760919, with 1x2 trees (average of 0.0 nodes) 11-11 16:24:11.070 172.16.2.33:54321 29685 FJ-0-5 INFO: Total of 0 errors on 95412 rows, CM= [[90569, 0], [0, 4843]] 11-11 16:24:11.310 172.16.2.33:54321 29685 FJ-0-5 INFO: 2. tree was built in 00:00:00.197 (Wall: 11-Nov 16:24:11.310) 11-11 16:24:11.326 172.16.2.33:54321 29685 FJ-0-5 INFO: ============================================================== 11-11 16:24:11.326 172.16.2.33:54321 29685 FJ-0-5 INFO: r2 is -2.415579327290289, with 2x2 trees (average of 0.0 nodes) 11-11 16:24:11.326 172.16.2.33:54321 29685 FJ-0-5 INFO: Total of 0 errors on 95412 rows, CM= [[90569, 0], [0, 4843]] 11-11 16:24:11.714 172.16.2.33:54321 29685 FJ-0-5 INFO: 3. tree was built in 00:00:00.374 (Wall: 11-Nov 16:24:11.714) 11-11 16:24:11.727 172.16.2.33:54321 29685 FJ-0-5 INFO: ============================================================== 11-11 16:24:11.727 172.16.2.33:54321 29685 FJ-0-5 INFO: r2 is -1.7776362866388635, with 3x2 trees (average of 0.0 nodes) 11-11 16:24:11.727 172.16.2.33:54321 29685 FJ-0-5 INFO: Total of 0 errors on 95412 rows, CM= [[90569, 0], [0, 4843]] 11-11 16:24:12.053 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_b32e77f10b22d63829f53643d6fc4f08, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_b32e77f10b22d63829f53643d6fc4f08} 11-11 16:24:12.072 172.16.2.33:54321 29685 FJ-0-5 INFO: 4. tree was built in 00:00:00.334 (Wall: 11-Nov 16:24:12.072) 11-11 16:24:12.084 172.16.2.33:54321 29685 FJ-0-5 INFO: ============================================================== 11-11 16:24:12.084 172.16.2.33:54321 29685 FJ-0-5 INFO: r2 is -1.2612500256882435, with 4x2 trees (average of 0.0 nodes) 11-11 16:24:12.084 172.16.2.33:54321 29685 FJ-0-5 INFO: Total of 0 errors on 95412 rows, CM= [[90569, 0], [0, 4843]] 11-11 16:24:12.453 172.16.2.33:54321 29685 FJ-0-5 INFO: 5. tree was built in 00:00:00.357 (Wall: 11-Nov 16:24:12.453) 11-11 16:24:12.463 172.16.2.33:54321 29685 FJ-0-5 INFO: ============================================================== 11-11 16:24:12.464 172.16.2.33:54321 29685 FJ-0-5 INFO: r2 is -0.8424137194615373, with 5x2 trees (average of 0.0 nodes) 11-11 16:24:12.464 172.16.2.33:54321 29685 FJ-0-5 INFO: Total of 0 errors on 95412 rows, CM= [[90569, 0], [0, 4843]] 11-11 16:24:13.059 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_b32e77f10b22d63829f53643d6fc4f08, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_b32e77f10b22d63829f53643d6fc4f08} 11-11 16:24:22.396 172.16.2.33:54321 29685 # Session INFO: Path: /2/Inspect, route: ^(/v?\d+)?/Inspect, parms: {key=GBMModel834aa63ee2899c8b310b0ea7cf33494f} 11-11 16:24:22.432 172.16.2.33:54321 29685 # Session INFO: Path: /3/Models/GBMModel834aa63ee2899c8b310b0ea7cf33494f, route: /3/Models/(?.*), parms: {key=GBMModel__834aa63ee2899c8b310b0ea7cf33494f} 11-11 16:24:54.299 172.16.2.33:54321 29685 # Session INFO: Path: /2/ImportFiles, route: ^(/v?\d+)?/ImportFiles, parms: {path=/Users/tomk/0xdata/Datasets/h2o-training/test-a/98VAL.csv} 11-11 16:24:56.516 172.16.2.33:54321 29685 # Session INFO: Path: /2/ParseSetup, route: ^(/v?\d+)?/ParseSetup, parms: {srcs=[nfs://Users/tomk/0xdata/Datasets/h2o-training/test-a/98VAL.csv]} 11-11 16:25:00.216 172.16.2.33:54321 29685 # Session INFO: Path: /2/Parse, route: ^(/v?\d+)?/Parse, parms: {ncols=481, singleQuotes=false, hex=X98VAL.hex, pType=CSV, srcs=[nfs://Users/tomk/0xdata/Datasets/h2o-training/test-a/98VAL.csv], delete_on_done=true, checkHeader=1, columnNames=[ODATEDW,OSOURCE,TCODE,STATE,ZIP,MAILCODE,PVASTATE,DOB,NOEXCH,RECINHSE,RECP3,RECPGVG,RECSWEEP,MDMAUD,DOMAIN,CLUSTER,AGE,AGEFLAG,HOMEOWNR,CHILD03,CHILD07,CHILD12,CHILD18,NUMCHLD,INCOME,GENDER,WEALTH1,HIT,MBCRAFT,MBGARDEN,MBBOOKS,MBCOLECT,MAGFAML,MAGFEM,MAGMALE,PUBGARDN,PUBCULIN,PUBHLTH,PUBDOITY,PUBNEWFN,PUBPHOTO,PUBOPP,DATASRCE,MALEMILI,MALEVET,VIETVETS,WWIIVETS,LOCALGOV,STATEGOV,FEDGOV,SOLP3,SOLIH,MAJOR,WEALTH2,GEOCODE,COLLECT1,VETERANS,BIBLE,CATLG,HOMEE,PETS,CDPLAY,STEREO,PCOWNERS,PHOTO,CRAFTS,FISHER,GARDENIN,BOATS,WALKER,KIDSTUFF,CARDS,PLATES,LIFESRC,PEPSTRFL,POP901,POP902,POP903,POP90C1,POP90C2,POP90C3,POP90C4,POP90C5,ETH1,ETH2,ETH3,ETH4,ETH5,ETH6,ETH7,ETH8,ETH9,ETH10,ETH11,ETH12,ETH13,ETH14,ETH15,ETH16,AGE901,AGE902,AGE903,AGE904,AGE905,AGE906,AGE907,CHIL1,CHIL2,CHIL3,AGEC1,AGEC2,AGEC3,AGEC4,AGEC5,AGEC6,AGEC7,CHILC1,CHILC2,CHILC3,CHILC4,CHILC5,HHAGE1,HHAGE2,HHAGE3,HHN1,HHN2,HHN3,HHN4,HHN5,HHN6,MARR1,MARR2,MARR3,MARR4,HHP1,HHP2,DW1,DW2,DW3,DW4,DW5,DW6,DW7,DW8,DW9,HV1,HV2,HV3,HV4,HU1,HU2,HU3,HU4,HU5,HHD1,HHD2,HHD3,HHD4,HHD5,HHD6,HHD7,HHD8,HHD9,HHD10,HHD11,HHD12,ETHC1,ETHC2,ETHC3,ETHC4,ETHC5,ETHC6,HVP1,HVP2,HVP3,HVP4,HVP5,HVP6,HUR1,HUR2,RHP1,RHP2,RHP3,RHP4,HUPA1,HUPA2,HUPA3,HUPA4,HUPA5,HUPA6,HUPA7,RP1,RP2,RP3,RP4,MSA,ADI,DMA,IC1,IC2,IC3,IC4,IC5,IC6,IC7,IC8,IC9,IC10,IC11,IC12,IC13,IC14,IC15,IC16,IC17,IC18,IC19,IC20,IC21,IC22,IC23,HHAS1,HHAS2,HHAS3,HHAS4,MC1,MC2,MC3,TPE1,TPE2,TPE3,TPE4,TPE5,TPE6,TPE7,TPE8,TPE9,PEC1,PEC2,TPE10,TPE11,TPE12,TPE13,LFC1,LFC2,LFC3,LFC4,LFC5,LFC6,LFC7,LFC8,LFC9,LFC10,OCC1,OCC2,OCC3,OCC4,OCC5,OCC6,OCC7,OCC8,OCC9,OCC10,OCC11,OCC12,OCC13,EIC1,EIC2,EIC3,EIC4,EIC5,EIC6,EIC7,EIC8,EIC9,EIC10,EIC11,EIC12,EIC13,EIC14,EIC15,EIC16,OEDC1,OEDC2,OEDC3,OEDC4,OEDC5,OEDC6,OEDC7,EC1,EC2,EC3,EC4,EC5,EC6,EC7,EC8,SEC1,SEC2,SEC3,SEC4,SEC5,AFC1,AFC2,AFC3,AFC4,AFC5,AFC6,VC1,VC2,VC3,VC4,ANC1,ANC2,ANC3,ANC4,ANC5,ANC6,ANC7,ANC8,ANC9,ANC10,ANC11,ANC12,ANC13,ANC14,ANC15,POBC1,POBC2,LSC1,LSC2,LSC3,LSC4,VOC1,VOC2,VOC3,HC1,HC2,HC3,HC4,HC5,HC6,HC7,HC8,HC9,HC10,HC11,HC12,HC13,HC14,HC15,HC16,HC17,HC18,HC19,HC20,HC21,MHUC1,MHUC2,AC1,AC2,ADATE_2,ADATE_3,ADATE_4,ADATE_5,ADATE_6,ADATE_7,ADATE_8,ADATE_9,ADATE_10,ADATE_11,ADATE_12,ADATE_13,ADATE_14,ADATE_15,ADATE_16,ADATE_17,ADATE_18,ADATE_19,ADATE_20,ADATE_21,ADATE_22,ADATE_23,ADATE_24,RFA_2,RFA_3,RFA_4,RFA_5,RFA_6,RFA_7,RFA_8,RFA_9,RFA_10,RFA_11,RFA_12,RFA_13,RFA_14,RFA_15,RFA_16,RFA_17,RFA_18,RFA_19,RFA_20,RFA_21,RFA_22,RFA_23,RFA_24,CARDPROM,MAXADATE,NUMPROM,CARDPM12,NUMPRM12,RDATE_3,RDATE_4,RDATE_5,RDATE_6,RDATE_7,RDATE_8,RDATE_9,RDATE_10,RDATE_11,RDATE_12,RDATE_13,RDATE_14,RDATE_15,RDATE_16,RDATE_17,RDATE_18,RDATE_19,RDATE_20,RDATE_21,RDATE_22,RDATE_23,RDATE_24,RAMNT_3,RAMNT_4,RAMNT_5,RAMNT_6,RAMNT_7,RAMNT_8,RAMNT_9,RAMNT_10,RAMNT_11,RAMNT_12,RAMNT_13,RAMNT_14,RAMNT_15,RAMNT_16,RAMNT_17,RAMNT_18,RAMNT_19,RAMNT_20,RAMNT_21,RAMNT_22,RAMNT_23,RAMNT_24,RAMNTALL,NGIFTALL,CARDGIFT,MINRAMNT,MINRDATE,MAXRAMNT,MAXRDATE,LASTGIFT,LASTDATE,FISTDATE,NEXTDATE,TIMELAG,AVGGIFT,CONTROLN,TARGET_B,TARGET_D,HPHONE_D,RFA_2R,RFA_2F,RFA_2A,MDMAUD_R,MDMAUD_F,MDMAUD_A,CLUSTER2,GEOCODE2], sep=44} 11-11 16:25:01.949 172.16.2.33:54321 29685 FJ-0-15 INFO: Parse result for X98VAL.hex (96367 rows): 11-11 16:25:02.273 172.16.2.33:54321 29685 FJ-0-15 INFO: Col type min max NAs constant numLevels 11-11 16:25:02.273 172.16.2.33:54321 29685 FJ-0-15 INFO: ODATEDW: numeric 8301.00 9701.00
11-11 16:25:02.274 172.16.2.33:54321 29685 FJ-0-15 INFO: OSOURCE: categorical 0.00000 896.000 982 897 11-11 16:25:02.274 172.16.2.33:54321 29685 FJ-0-15 INFO: TCODE: numeric 0.00000 39002.0
11-11 16:25:02.274 172.16.2.33:54321 29685 FJ-0-15 INFO: STATE: categorical 0.00000 58.0000 59 11-11 16:25:02.274 172.16.2.33:54321 29685 FJ-0-15 INFO: ZIP: numeric 778.000 99929.0 5254
11-11 16:25:02.274 172.16.2.33:54321 29685 FJ-0-15 INFO: MAILCODE: categorical 0.00000 0.00000 94923 constant 1 11-11 16:25:02.275 172.16.2.33:54321 29685 FJ-0-15 INFO: PVASTATE: categorical 0.00000 1.00000 94891 2 11-11 16:25:02.275 172.16.2.33:54321 29685 FJ-0-15 INFO: DOB: numeric 0.00000 9705.00
11-11 16:25:02.275 172.16.2.33:54321 29685 FJ-0-15 INFO: NOEXCH: numeric 0.00000 1.00000 50
11-11 16:25:02.275 172.16.2.33:54321 29685 FJ-0-15 INFO: RECINHSE: categorical 0.00000 0.00000 89485 constant 1 Additional column information only sent to log file... 11-11 16:25:02.341 172.16.2.33:54321 29685 FJ-0-15 INFO: TARGET_D: numeric 0.00000 500.000
11-11 16:25:02.341 172.16.2.33:54321 29685 FJ-0-15 INFO: HPHONE_D: numeric 0.00000 1.00000
11-11 16:25:02.341 172.16.2.33:54321 29685 FJ-0-15 INFO: RFA_2R: categorical 0.00000 0.00000 constant 1 11-11 16:25:02.341 172.16.2.33:54321 29685 FJ-0-15 INFO: RFA_2F: numeric 1.00000 4.00000
11-11 16:25:02.342 172.16.2.33:54321 29685 FJ-0-15 INFO: RFA_2A: categorical 0.00000 3.00000 4 11-11 16:25:02.342 172.16.2.33:54321 29685 FJ-0-15 INFO: MDMAUD_R: categorical 0.00000 4.00000 5 11-11 16:25:02.342 172.16.2.33:54321 29685 FJ-0-15 INFO: MDMAUD_F: numeric 1.00000 5.00000 96092
11-11 16:25:02.342 172.16.2.33:54321 29685 FJ-0-15 INFO: MDMAUD_A: categorical 0.00000 4.00000 5 11-11 16:25:02.342 172.16.2.33:54321 29685 FJ-0-15 INFO: CLUSTER2: numeric 1.00000 62.0000 128
11-11 16:25:02.342 172.16.2.33:54321 29685 FJ-0-15 INFO: GEOCODE2: categorical 0.00000 3.00000 295 4 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: Internal FluidVec compression/distribution summary: 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: Chunk type count fraction size rel. size 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C0L 114 0.846 % 8.9 KB 0.018 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C0D 143 1.062 % 11.2 KB 0.022 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: CBS 79 0.587 % 48.3 KB 0.097 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C1 2689 19.966 % 9.0 MB 18.496 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C1N 7909 58.724 % 26.5 MB 54.393 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C1S 1227 9.110 % 4.1 MB 8.467 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C2 609 4.522 % 4.0 MB 8.298 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C2S 420 3.119 % 2.8 MB 5.724 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C4 67 0.497 % 906.8 KB 1.819 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C4S 39 0.290 % 538.8 KB 1.081 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: CX0 16 0.119 % 1.4 KB 0.003 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: CXI 128 0.950 % 33.7 KB 0.068 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: C8D 28 0.208 % 754.7 KB 1.514 % 11-11 16:25:02.396 172.16.2.33:54321 29685 FJ-0-15 INFO: Total memory usage : 48.7 MB 11-11 16:25:15.351 172.16.2.33:54321 29685 # Session INFO: Path: /3/Frames, route: /3/Frames, parms: {} 11-11 16:25:24.803 172.16.2.33:54321 29685 # Session INFO: Path: /3/ModelMetrics/models/GBMModel834aa63ee2899c8b310b0ea7cf33494f/frames/X98VAL.hex, route: /3/ModelMetrics/models/(?.)/frames/(?.), parms: {model=GBMModel834aa63ee2899c8b310b0ea7cf33494f, frame=X98VAL.hex} 11-11 16:25:25.360 172.16.2.33:54321 29685 # Session WARN: Reducing Hitratio Top-K value to maximum value allowed: 2 11-11 16:25:25.500 172.16.2.33:54321 29685 # Session INFO: Scoring on Prediction error: data: 11-11 16:25:25.500 172.16.2.33:54321 29685 # Session INFO: Act/Prd 0 1 Error 11-11 16:25:25.500 172.16.2.33:54321 29685 # Session INFO: 0 91494 0 0.00000 = 0 / 91494 11-11 16:25:25.500 172.16.2.33:54321 29685 # Session INFO: 1 1 4872 0.00021 = 1 / 4873 11-11 16:25:25.500 172.16.2.33:54321 29685 # Session INFO: Totals 91495 4872 0.00001 = 1 / 96,367 11-11 16:25:25.500 172.16.2.33:54321 29685 # Session INFO: K Hit-ratio 11-11 16:25:25.500 172.16.2.33:54321 29685 # Session INFO: 1 99.999% 11-11 16:25:25.501 172.16.2.33:54321 29685 # Session INFO: 2 100.000% 11-11 16:25:33.908 172.16.2.33:54321 29685 # Session INFO: Path: /3/ModelMetrics/models/GBMModel834aa63ee2899c8b310b0ea7cf33494f/frames/X98VAL.hex, route: /3/ModelMetrics/models/(?.)/frames/(?.), parms: {model=GBMModel834aa63ee2899c8b310b0ea7cf33494f, frame=X98VAL.hex} 11-11 16:25:48.959 172.16.2.33:54321 29685 # Session INFO: Path: /3/ModelMetrics/models/GBMModel834aa63ee2899c8b310b0ea7cf33494f/frames/X98VAL.hex, route: /3/ModelMetrics/models/(?.)/frames/(?.), parms: {model=GBMModel834aa63ee2899c8b310b0ea7cf33494f, frame=X98VAL.hex} 11-11 16:26:26.455 172.16.2.33:54321 29685 # Session INFO: Path: /3/ModelMetrics/models/GBMModel834aa63ee2899c8b310b0ea7cf33494f/frames/X98VAL.hex, route: /3/ModelMetrics/models/(?.)/frames/(?.), parms: {model=GBMModel834aa63ee2899c8b310b0ea7cf33494f, frame=X98VAL.hex} 11-11 16:48:01.518 172.16.2.33:54321 29685 # Session INFO: Path: /2/ModelBuilders/gbm, route: /2/ModelBuilders/gbm, parms: {response_column=TARGET_B, max_depth=5, nbins=20, training_frame=X98LRN.hex, learn_rate=0.1, ntrees=5, ignored_columns=[CONTROLN,TARGET_D], min_rows=10, loss=AUTO} 11-11 16:48:01.530 172.16.2.33:54321 29685 FJ-0-7 INFO: Dropping ignored columns: [CONTROLN, TARGET_D] 11-11 16:48:01.532 172.16.2.33:54321 29685 FJ-0-7 INFO: Dropping constant columns: MAILCODE, RECINHSE, RECP3, RECPGVG, RECSWEEP, MAJOR, COLLECT1, VETERANS, BIBLE, CATLG, HOMEE, PETS, CDPLAY, STEREO, PCOWNERS, PHOTO, CRAFTS, FISHER, GARDENIN, BOATS, WALKER, KIDSTUFF, CARDS, PLATES, PEPSTRFL, ADATE_5, ADATE_15, RFA_2R, 11-11 16:48:01.544 172.16.2.33:54321 29685 FJ-0-7 INFO: Prior class distribution: [0.94924116, 0.050758813] 11-11 16:48:01.544 172.16.2.33:54321 29685 FJ-0-7 INFO: Model class distribution: [0.94924116, 0.050758813] 11-11 16:48:01.565 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025} 11-11 16:48:01.567 172.16.2.33:54321 29685 FJ-0-7 INFO: ============================================================== 11-11 16:48:01.573 172.16.2.33:54321 29685 FJ-0-7 INFO: r2 is -4.188566821831697, with 0x2 trees (average of 0.0 nodes) 11-11 16:48:01.573 172.16.2.33:54321 29685 FJ-0-7 INFO: Total of 47638 errors on 95412 rows, CM= [[45322, 45247], [2391, 2452]] 11-11 16:48:02.488 172.16.2.33:54321 29685 FJ-0-7 INFO: 1. tree was built in 00:00:00.899 (Wall: 11-Nov 16:48:02.488) 11-11 16:48:02.498 172.16.2.33:54321 29685 FJ-0-7 INFO: ============================================================== 11-11 16:48:02.498 172.16.2.33:54321 29685 FJ-0-7 INFO: r2 is -3.3919894088258253, with 1x2 trees (average of 0.0 nodes) 11-11 16:48:02.498 172.16.2.33:54321 29685 FJ-0-7 INFO: Total of 4817 errors on 95412 rows, CM= [[90564, 5], [4812, 31]] 11-11 16:48:02.596 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025} 11-11 16:48:03.315 172.16.2.33:54321 29685 FJ-0-7 INFO: 2. tree was built in 00:00:00.807 (Wall: 11-Nov 16:48:03.315) 11-11 16:48:03.326 172.16.2.33:54321 29685 FJ-0-7 INFO: ============================================================== 11-11 16:48:03.326 172.16.2.33:54321 29685 FJ-0-7 INFO: r2 is -2.7504927712883322, with 2x2 trees (average of 0.0 nodes) 11-11 16:48:03.326 172.16.2.33:54321 29685 FJ-0-7 INFO: Total of 4804 errors on 95412 rows, CM= [[90569, 0], [4804, 39]] 11-11 16:48:03.607 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025} 11-11 16:48:04.137 172.16.2.33:54321 29685 FJ-0-7 INFO: 3. tree was built in 00:00:00.802 (Wall: 11-Nov 16:48:04.137) 11-11 16:48:04.149 172.16.2.33:54321 29685 FJ-0-7 INFO: ============================================================== 11-11 16:48:04.149 172.16.2.33:54321 29685 FJ-0-7 INFO: r2 is -2.2316273482666733, with 3x2 trees (average of 0.0 nodes) 11-11 16:48:04.149 172.16.2.33:54321 29685 FJ-0-7 INFO: Total of 4837 errors on 95412 rows, CM= [[90569, 0], [4837, 6]] 11-11 16:48:04.613 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025} 11-11 16:48:04.962 172.16.2.33:54321 29685 FJ-0-7 INFO: 4. tree was built in 00:00:00.803 (Wall: 11-Nov 16:48:04.962) 11-11 16:48:04.972 172.16.2.33:54321 29685 FJ-0-7 INFO: ============================================================== 11-11 16:48:04.972 172.16.2.33:54321 29685 FJ-0-7 INFO: r2 is -1.8116638263257565, with 4x2 trees (average of 0.0 nodes) 11-11 16:48:04.972 172.16.2.33:54321 29685 FJ-0-7 INFO: Total of 4836 errors on 95412 rows, CM= [[90569, 0], [4836, 7]] 11-11 16:48:05.619 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025} 11-11 16:48:05.790 172.16.2.33:54321 29685 FJ-0-7 INFO: 5. tree was built in 00:00:00.809 (Wall: 11-Nov 16:48:05.790) 11-11 16:48:05.801 172.16.2.33:54321 29685 FJ-0-7 INFO: ============================================================== 11-11 16:48:05.801 172.16.2.33:54321 29685 FJ-0-7 INFO: r2 is -1.4710471753048955, with 5x2 trees (average of 0.0 nodes) 11-11 16:48:05.801 172.16.2.33:54321 29685 FJ-0-7 INFO: Total of 4838 errors on 95412 rows, CM= [[90569, 0], [4838, 5]] 11-11 16:48:06.624 172.16.2.33:54321 29685 # Session INFO: Path: /2/Jobs/$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025, route: ^(/v?\d+)?/Jobs/(?.), parms: {key=$0301ac10022132d4ffffffff$_ad38f89ec252103fc41b5db81d204025} 11-11 16:48:19.408 172.16.2.33:54321 29685 # Session INFO: Path: /2/Inspect, route: ^(/v?\d+)?/Inspect, parms: {key=GBMModel99551113a39810b37c9acfac3dea4a2d} 11-11 16:48:19.433 172.16.2.33:54321 29685 # Session INFO: Path: /3/Models/GBMModel99551113a39810b37c9acfac3dea4a2d, route: /3/Models/(?.), parms: {key=GBMModel99551113a39810b37c9acfac3dea4a2d} 11-11 16:48:24.722 172.16.2.33:54321 29685 # Session INFO: Path: /3/Frames, route: /3/Frames, parms: {} 11-11 16:48:32.152 172.16.2.33:54321 29685 # Session INFO: Path: /3/ModelMetrics/models/GBMModel99551113a39810b37c9acfac3dea4a2d/frames/X98VAL.hex, route: /3/ModelMetrics/models/(?.)/frames/(?.*), parms: {model=GBMModel__99551113a39810b37c9acfac3dea4a2d, frame=X98VAL.hex} onExCompletion for hex.Model$4@6dafa36 java.lang.IllegalArgumentException at java.nio.Buffer.position(Buffer.java:236) at water.AutoBuffer.skip(AutoBuffer.java:382) at hex.tree.CompressedTree.score(CompressedTree.java:76) at hex.tree.SharedTreeModel.score0(SharedTreeModel.java:98) at hex.tree.SharedTreeModel.score0(SharedTreeModel.java:90) at hex.tree.gbm.GBMModel.score0(GBMModel.java:51) at hex.tree.gbm.GBMModel.score0(GBMModel.java:47) at hex.Model$4.map(Model.java:352) at water.MRTask.compute2(MRTask.java:411) at water.MRTask.compute2(MRTask.java:370) at water.MRTask.compute2(MRTask.java:370) at water.MRTask.compute2(MRTask.java:370) at water.MRTask.compute2(MRTask.java:370) at water.MRTask.compute2(MRTask.java:370) at water.H2O$H2OCountedCompleter.compute(H2O.java:565) at jsr166y.CountedCompleter.exec(CountedCompleter.java:429) at jsr166y.ForkJoinTask.doExec(ForkJoinTask.java:263) at jsr166y.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:974) at jsr166y.ForkJoinPool.runWorker(ForkJoinPool.java:1477) at jsr166y.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:104)

exalate-issue-sync[bot] commented 1 year ago

Yan Zou commented: This error message (emailed seperately) appeared when I choose to have a couple of columns to ignore. (it's running the GBM classification with TARGET_B as response variable.)

exalate-issue-sync[bot] commented 1 year ago

Tom Kraljevic commented: Hit this one again today. Need a fix.

exalate-issue-sync[bot] commented 1 year ago

Cliff Click commented: Data set?

exalate-issue-sync[bot] commented 1 year ago

Cliff Click commented: unsigned vs signed byte

hasithjp commented 1 year ago

JIRA Issue Migration Info

Jira Issue: PUBDEV-78 Assignee: Cliff Click Reporter: Tom Kraljevic State: Resolved Fix Version: N/A Attachments: N/A Development PRs: N/A