exalate-issue-sync[bot]
commented
1 year ago Prithvi Prabhu commented: Autoencoder works if you set the loss function to MeanSquare.
The latest Flow 0.2.38 displays proper validation messages. The validation message for this one should be "Must use MeanSquare loss function for auto-encoder."
hasithjp
In latest Flow release, selecting the Autoencoder checkbox for DL produces the following error:
Error calling POST /3/ModelBuilders.json/deeplearning with opts {"training_frame":"cup98LRN_z.hex","validation_frame":"cup98VAL_z.hex","ignored_columns":"[\"\",\"ODATEDW\",\"OSOURCE\",\"TCODE\",\"PVASTATE\",\"NOEXCH\",\"RECINHSE\",\"RECP3\",\"RECPGVG\",\"RECSWEEP\",\"MDMAUD\",\"DOMAIN\",\"CLUSTER\",\"AGEFLAG\",\"HOMEOWNR\",\"CHILD03\",\"CHILD07\",\"CHILD12\",\"CHILD18\",\"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\",\"STATE\"]","response_column":"INCOME","do_classification":true,"hidden":"[200,200]","seed":153145013547026780,"autoencoder":true}
Unknown error
Stack trace: FlowError@http://localhost:54321/flow/js/flow.js:2767:34 http://localhost:54321/flow/js/flow.js:4153:425 fire@http://localhost:54321/flow/js/flow-lib.js:3852:35 fireWith@http://localhost:54321/flow/js/flow-lib.js:3964:11 done@http://localhost:54321/flow/js/flow-lib.js:9019:24 http://localhost:54321/flow/js/flow-lib.js:9358:17