Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL281

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL281

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL281 (TID: 11035), and it has 1265 rows and 410 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent FCFP 1024-bit Molecular Fingerprints which were generated from SMILES strings. Feature selection was applied to this dataset. The fingerprints were obtained using the Pipeline Pilot program, Dassault Systèmes BIOVIA. Generating Fingerprints do not usually require missing value imputation as all bits are generated.

412 features

pXC50 (target)numeric386 unique values
0 missing
molecule_id (row identifier)nominal1265 unique values
0 missing
FCFP4_1024b235numeric1 unique values
0 missing
FCFP4_1024b625numeric2 unique values
0 missing
FCFP4_1024b236numeric1 unique values
0 missing
FCFP4_1024b731numeric2 unique values
0 missing
FCFP4_1024b237numeric2 unique values
0 missing
FCFP4_1024b521numeric2 unique values
0 missing
FCFP4_1024b238numeric2 unique values
0 missing
FCFP4_1024b18numeric2 unique values
0 missing
FCFP4_1024b239numeric2 unique values
0 missing
FCFP4_1024b69numeric2 unique values
0 missing
FCFP4_1024b240numeric1 unique values
0 missing
FCFP4_1024b979numeric2 unique values
0 missing
FCFP4_1024b242numeric2 unique values
0 missing
FCFP4_1024b322numeric2 unique values
0 missing
FCFP4_1024b243numeric2 unique values
0 missing
FCFP4_1024b24numeric2 unique values
0 missing
FCFP4_1024b244numeric1 unique values
0 missing
FCFP4_1024b817numeric2 unique values
0 missing
FCFP4_1024b245numeric1 unique values
0 missing
FCFP4_1024b375numeric2 unique values
0 missing
FCFP4_1024b246numeric2 unique values
0 missing
FCFP4_1024b298numeric2 unique values
0 missing
FCFP4_1024b247numeric2 unique values
0 missing
FCFP4_1024b900numeric2 unique values
0 missing
FCFP4_1024b248numeric1 unique values
0 missing
FCFP4_1024b967numeric2 unique values
0 missing
FCFP4_1024b249numeric2 unique values
0 missing
FCFP4_1024b396numeric2 unique values
0 missing
FCFP4_1024b250numeric1 unique values
0 missing
FCFP4_1024b632numeric2 unique values
0 missing
FCFP4_1024b251numeric1 unique values
0 missing
FCFP4_1024b760numeric2 unique values
0 missing
FCFP4_1024b252numeric1 unique values
0 missing
FCFP4_1024b25numeric2 unique values
0 missing
FCFP4_1024b253numeric2 unique values
0 missing
FCFP4_1024b804numeric2 unique values
0 missing
FCFP4_1024b254numeric1 unique values
0 missing
FCFP4_1024b387numeric2 unique values
0 missing
FCFP4_1024b255numeric1 unique values
0 missing
FCFP4_1024b63numeric2 unique values
0 missing
FCFP4_1024b256numeric2 unique values
0 missing
FCFP4_1024b271numeric2 unique values
0 missing
FCFP4_1024b257numeric1 unique values
0 missing
FCFP4_1024b392numeric2 unique values
0 missing
FCFP4_1024b258numeric2 unique values
0 missing
FCFP4_1024b883numeric2 unique values
0 missing
FCFP4_1024b259numeric2 unique values
0 missing
FCFP4_1024b336numeric2 unique values
0 missing
FCFP4_1024b26numeric2 unique values
0 missing
FCFP4_1024b532numeric2 unique values
0 missing
FCFP4_1024b260numeric2 unique values
0 missing
FCFP4_1024b933numeric2 unique values
0 missing
FCFP4_1024b261numeric1 unique values
0 missing
FCFP4_1024b986numeric2 unique values
0 missing
FCFP4_1024b262numeric2 unique values
0 missing
FCFP4_1024b566numeric2 unique values
0 missing
FCFP4_1024b263numeric2 unique values
0 missing
FCFP4_1024b821numeric2 unique values
0 missing
FCFP4_1024b264numeric2 unique values
0 missing
FCFP4_1024b279numeric2 unique values
0 missing
FCFP4_1024b265numeric2 unique values
0 missing
FCFP4_1024b890numeric2 unique values
0 missing
FCFP4_1024b267numeric1 unique values
0 missing
FCFP4_1024b319numeric2 unique values
0 missing
FCFP4_1024b268numeric1 unique values
0 missing
FCFP4_1024b43numeric2 unique values
0 missing
FCFP4_1024b269numeric2 unique values
0 missing
FCFP4_1024b710numeric2 unique values
0 missing
FCFP4_1024b27numeric2 unique values
0 missing
FCFP4_1024b92numeric2 unique values
0 missing
FCFP4_1024b270numeric1 unique values
0 missing
FCFP4_1024b881numeric2 unique values
0 missing
FCFP4_1024b272numeric2 unique values
0 missing
FCFP4_1024b297numeric2 unique values
0 missing
FCFP4_1024b273numeric1 unique values
0 missing
FCFP4_1024b580numeric2 unique values
0 missing
FCFP4_1024b274numeric2 unique values
0 missing
FCFP4_1024b57numeric2 unique values
0 missing
FCFP4_1024b275numeric1 unique values
0 missing
FCFP4_1024b1003numeric2 unique values
0 missing
FCFP4_1024b276numeric1 unique values
0 missing
FCFP4_1024b908numeric2 unique values
0 missing
FCFP4_1024b277numeric1 unique values
0 missing
FCFP4_1024b811numeric2 unique values
0 missing
FCFP4_1024b278numeric1 unique values
0 missing
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0 missing
FCFP4_1024b28numeric2 unique values
0 missing
FCFP4_1024b453numeric2 unique values
0 missing
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0 missing
FCFP4_1024b65numeric2 unique values
0 missing
FCFP4_1024b281numeric2 unique values
0 missing
FCFP4_1024b185numeric2 unique values
0 missing
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0 missing
FCFP4_1024b54numeric2 unique values
0 missing
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0 missing
FCFP4_1024b850numeric2 unique values
0 missing
FCFP4_1024b284numeric2 unique values
0 missing
FCFP4_1024b437numeric2 unique values
0 missing
FCFP4_1024b285numeric1 unique values
0 missing
FCFP4_1024b643numeric2 unique values
0 missing
FCFP4_1024b286numeric2 unique values
0 missing
FCFP4_1024b107numeric2 unique values
0 missing
FCFP4_1024b287numeric1 unique values
0 missing
FCFP4_1024b1004numeric2 unique values
0 missing
FCFP4_1024b288numeric1 unique values
0 missing
FCFP4_1024b342numeric2 unique values
0 missing
FCFP4_1024b289numeric2 unique values
0 missing
FCFP4_1024b853numeric2 unique values
0 missing
FCFP4_1024b29numeric1 unique values
0 missing
FCFP4_1024b167numeric2 unique values
0 missing
FCFP4_1024b290numeric2 unique values
0 missing
FCFP4_1024b178numeric2 unique values
0 missing
FCFP4_1024b291numeric1 unique values
0 missing
FCFP4_1024b909numeric2 unique values
0 missing
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0 missing
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0 missing
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0 missing
FCFP4_1024b508numeric2 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
FCFP4_1024b299numeric1 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
FCFP4_1024b9numeric2 unique values
0 missing
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0 missing
FCFP4_1024b816numeric2 unique values
0 missing
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0 missing
FCFP4_1024b354numeric2 unique values
0 missing
FCFP4_1024b31numeric2 unique values
0 missing
FCFP4_1024b992numeric2 unique values
0 missing
FCFP4_1024b310numeric1 unique values
0 missing
FCFP4_1024b173numeric2 unique values
0 missing
FCFP4_1024b311numeric1 unique values
0 missing
FCFP4_1024b33numeric2 unique values
0 missing
FCFP4_1024b312numeric1 unique values
0 missing
FCFP4_1024b460numeric2 unique values
0 missing
FCFP4_1024b313numeric1 unique values
0 missing
FCFP4_1024b676numeric2 unique values
0 missing
FCFP4_1024b314numeric1 unique values
0 missing
FCFP4_1024b55numeric2 unique values
0 missing
FCFP4_1024b315numeric1 unique values
0 missing
FCFP4_1024b923numeric2 unique values
0 missing
FCFP4_1024b316numeric2 unique values
0 missing
FCFP4_1024b476numeric2 unique values
0 missing
FCFP4_1024b317numeric2 unique values
0 missing
FCFP4_1024b180numeric2 unique values
0 missing
FCFP4_1024b318numeric2 unique values
0 missing
FCFP4_1024b10numeric2 unique values
0 missing
FCFP4_1024b32numeric2 unique values
0 missing
FCFP4_1024b798numeric2 unique values
0 missing
FCFP4_1024b320numeric2 unique values
0 missing
FCFP4_1024b549numeric2 unique values
0 missing
FCFP4_1024b321numeric1 unique values
0 missing
FCFP4_1024b583numeric2 unique values
0 missing
FCFP4_1024b323numeric2 unique values
0 missing
FCFP4_1024b514numeric2 unique values
0 missing
FCFP4_1024b324numeric2 unique values
0 missing
FCFP4_1024b581numeric2 unique values
0 missing
FCFP4_1024b325numeric2 unique values
0 missing
FCFP4_1024b266numeric2 unique values
0 missing
FCFP4_1024b326numeric2 unique values
0 missing
FCFP4_1024b694numeric2 unique values
0 missing
FCFP4_1024b327numeric2 unique values
0 missing
FCFP4_1024b72numeric2 unique values
0 missing
FCFP4_1024b328numeric1 unique values
0 missing
FCFP4_1024b998numeric2 unique values
0 missing
FCFP4_1024b329numeric1 unique values
0 missing
FCFP4_1024b1numeric1 unique values
0 missing
FCFP4_1024b330numeric2 unique values
0 missing
FCFP4_1024b100numeric1 unique values
0 missing
FCFP4_1024b331numeric1 unique values
0 missing
FCFP4_1024b1000numeric2 unique values
0 missing
FCFP4_1024b332numeric2 unique values
0 missing
FCFP4_1024b1001numeric1 unique values
0 missing
FCFP4_1024b333numeric2 unique values
0 missing
FCFP4_1024b1002numeric1 unique values
0 missing
FCFP4_1024b334numeric1 unique values
0 missing
FCFP4_1024b1005numeric2 unique values
0 missing
FCFP4_1024b335numeric1 unique values
0 missing
FCFP4_1024b1006numeric1 unique values
0 missing
FCFP4_1024b337numeric2 unique values
0 missing
FCFP4_1024b1007numeric1 unique values
0 missing
FCFP4_1024b338numeric1 unique values
0 missing
FCFP4_1024b1008numeric2 unique values
0 missing
FCFP4_1024b339numeric1 unique values
0 missing
FCFP4_1024b1009numeric2 unique values
0 missing
FCFP4_1024b34numeric1 unique values
0 missing
FCFP4_1024b101numeric1 unique values
0 missing
FCFP4_1024b340numeric1 unique values
0 missing
FCFP4_1024b1010numeric2 unique values
0 missing
FCFP4_1024b341numeric1 unique values
0 missing
FCFP4_1024b1011numeric1 unique values
0 missing
FCFP4_1024b343numeric1 unique values
0 missing
FCFP4_1024b1012numeric2 unique values
0 missing
FCFP4_1024b344numeric1 unique values
0 missing
FCFP4_1024b1013numeric2 unique values
0 missing
FCFP4_1024b345numeric2 unique values
0 missing
FCFP4_1024b1014numeric1 unique values
0 missing
FCFP4_1024b346numeric2 unique values
0 missing
FCFP4_1024b1015numeric2 unique values
0 missing
FCFP4_1024b347numeric2 unique values
0 missing
FCFP4_1024b1016numeric2 unique values
0 missing
FCFP4_1024b348numeric2 unique values
0 missing
FCFP4_1024b1017numeric1 unique values
0 missing
FCFP4_1024b349numeric1 unique values
0 missing
FCFP4_1024b1018numeric2 unique values
0 missing
FCFP4_1024b35numeric2 unique values
0 missing
FCFP4_1024b1019numeric2 unique values
0 missing
FCFP4_1024b350numeric1 unique values
0 missing
FCFP4_1024b102numeric2 unique values
0 missing
FCFP4_1024b351numeric2 unique values
0 missing
FCFP4_1024b1020numeric2 unique values
0 missing
FCFP4_1024b352numeric2 unique values
0 missing
FCFP4_1024b1022numeric1 unique values
0 missing
FCFP4_1024b353numeric1 unique values
0 missing
FCFP4_1024b1023numeric2 unique values
0 missing
FCFP4_1024b355numeric1 unique values
0 missing
FCFP4_1024b1024numeric1 unique values
0 missing
FCFP4_1024b356numeric2 unique values
0 missing
FCFP4_1024b103numeric2 unique values
0 missing
FCFP4_1024b357numeric2 unique values
0 missing
FCFP4_1024b104numeric2 unique values
0 missing
FCFP4_1024b358numeric1 unique values
0 missing
FCFP4_1024b105numeric2 unique values
0 missing
FCFP4_1024b359numeric1 unique values
0 missing
FCFP4_1024b106numeric2 unique values
0 missing
FCFP4_1024b36numeric2 unique values
0 missing
FCFP4_1024b108numeric2 unique values
0 missing
FCFP4_1024b360numeric2 unique values
0 missing
FCFP4_1024b109numeric1 unique values
0 missing
FCFP4_1024b361numeric2 unique values
0 missing
FCFP4_1024b11numeric1 unique values
0 missing
FCFP4_1024b362numeric1 unique values
0 missing
FCFP4_1024b110numeric1 unique values
0 missing
FCFP4_1024b363numeric2 unique values
0 missing
FCFP4_1024b111numeric2 unique values
0 missing
FCFP4_1024b364numeric1 unique values
0 missing
FCFP4_1024b112numeric1 unique values
0 missing
FCFP4_1024b365numeric2 unique values
0 missing
FCFP4_1024b113numeric1 unique values
0 missing
FCFP4_1024b366numeric1 unique values
0 missing
FCFP4_1024b114numeric2 unique values
0 missing
FCFP4_1024b367numeric2 unique values
0 missing
FCFP4_1024b115numeric2 unique values
0 missing
FCFP4_1024b368numeric1 unique values
0 missing
FCFP4_1024b116numeric1 unique values
0 missing
FCFP4_1024b369numeric2 unique values
0 missing
FCFP4_1024b117numeric2 unique values
0 missing
FCFP4_1024b37numeric2 unique values
0 missing
FCFP4_1024b118numeric1 unique values
0 missing
FCFP4_1024b370numeric1 unique values
0 missing
FCFP4_1024b119numeric1 unique values
0 missing
FCFP4_1024b371numeric1 unique values
0 missing
FCFP4_1024b12numeric2 unique values
0 missing
FCFP4_1024b372numeric2 unique values
0 missing
FCFP4_1024b120numeric2 unique values
0 missing
FCFP4_1024b373numeric2 unique values
0 missing
FCFP4_1024b121numeric2 unique values
0 missing
FCFP4_1024b374numeric2 unique values
0 missing
FCFP4_1024b122numeric2 unique values
0 missing
FCFP4_1024b377numeric1 unique values
0 missing
FCFP4_1024b123numeric2 unique values
0 missing
FCFP4_1024b378numeric2 unique values
0 missing
FCFP4_1024b124numeric2 unique values
0 missing
FCFP4_1024b379numeric1 unique values
0 missing
FCFP4_1024b125numeric1 unique values
0 missing
FCFP4_1024b38numeric2 unique values
0 missing
FCFP4_1024b126numeric1 unique values
0 missing
FCFP4_1024b380numeric2 unique values
0 missing
FCFP4_1024b127numeric2 unique values
0 missing
FCFP4_1024b381numeric1 unique values
0 missing
FCFP4_1024b128numeric2 unique values
0 missing
FCFP4_1024b382numeric1 unique values
0 missing
FCFP4_1024b129numeric1 unique values
0 missing
FCFP4_1024b383numeric1 unique values
0 missing
FCFP4_1024b13numeric1 unique values
0 missing
FCFP4_1024b384numeric1 unique values
0 missing
FCFP4_1024b130numeric2 unique values
0 missing
FCFP4_1024b385numeric1 unique values
0 missing
FCFP4_1024b131numeric1 unique values
0 missing
FCFP4_1024b386numeric1 unique values
0 missing
FCFP4_1024b132numeric1 unique values
0 missing
FCFP4_1024b388numeric2 unique values
0 missing
FCFP4_1024b133numeric2 unique values
0 missing
FCFP4_1024b389numeric2 unique values
0 missing
FCFP4_1024b134numeric2 unique values
0 missing
FCFP4_1024b39numeric1 unique values
0 missing
FCFP4_1024b135numeric1 unique values
0 missing
FCFP4_1024b390numeric2 unique values
0 missing
FCFP4_1024b136numeric1 unique values
0 missing
FCFP4_1024b137numeric2 unique values
0 missing
FCFP4_1024b138numeric1 unique values
0 missing
FCFP4_1024b139numeric2 unique values
0 missing
FCFP4_1024b14numeric1 unique values
0 missing
FCFP4_1024b140numeric2 unique values
0 missing
FCFP4_1024b141numeric1 unique values
0 missing
FCFP4_1024b142numeric2 unique values
0 missing
FCFP4_1024b143numeric1 unique values
0 missing
FCFP4_1024b144numeric1 unique values
0 missing
FCFP4_1024b145numeric1 unique values
0 missing
FCFP4_1024b146numeric2 unique values
0 missing
FCFP4_1024b147numeric2 unique values
0 missing
FCFP4_1024b148numeric2 unique values
0 missing
FCFP4_1024b149numeric1 unique values
0 missing
FCFP4_1024b15numeric2 unique values
0 missing
FCFP4_1024b150numeric2 unique values
0 missing
FCFP4_1024b151numeric2 unique values
0 missing
FCFP4_1024b153numeric1 unique values
0 missing
FCFP4_1024b154numeric2 unique values
0 missing
FCFP4_1024b155numeric2 unique values
0 missing
FCFP4_1024b156numeric2 unique values
0 missing
FCFP4_1024b157numeric2 unique values
0 missing
FCFP4_1024b158numeric2 unique values
0 missing
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0 missing
FCFP4_1024b16numeric1 unique values
0 missing
FCFP4_1024b160numeric2 unique values
0 missing
FCFP4_1024b161numeric2 unique values
0 missing
FCFP4_1024b162numeric2 unique values
0 missing
FCFP4_1024b163numeric1 unique values
0 missing
FCFP4_1024b164numeric2 unique values
0 missing
FCFP4_1024b165numeric2 unique values
0 missing
FCFP4_1024b166numeric1 unique values
0 missing
FCFP4_1024b168numeric1 unique values
0 missing
FCFP4_1024b169numeric2 unique values
0 missing
FCFP4_1024b17numeric2 unique values
0 missing
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0 missing
FCFP4_1024b172numeric1 unique values
0 missing
FCFP4_1024b174numeric1 unique values
0 missing
FCFP4_1024b175numeric1 unique values
0 missing
FCFP4_1024b176numeric2 unique values
0 missing
FCFP4_1024b177numeric2 unique values
0 missing
FCFP4_1024b179numeric2 unique values
0 missing
FCFP4_1024b181numeric1 unique values
0 missing
FCFP4_1024b183numeric2 unique values
0 missing
FCFP4_1024b184numeric1 unique values
0 missing
FCFP4_1024b186numeric2 unique values
0 missing
FCFP4_1024b187numeric2 unique values
0 missing
FCFP4_1024b188numeric2 unique values
0 missing
FCFP4_1024b189numeric1 unique values
0 missing
FCFP4_1024b19numeric1 unique values
0 missing
FCFP4_1024b190numeric1 unique values
0 missing
FCFP4_1024b191numeric1 unique values
0 missing
FCFP4_1024b192numeric2 unique values
0 missing
FCFP4_1024b193numeric2 unique values
0 missing
FCFP4_1024b194numeric1 unique values
0 missing
FCFP4_1024b195numeric1 unique values
0 missing
FCFP4_1024b196numeric2 unique values
0 missing
FCFP4_1024b197numeric1 unique values
0 missing
FCFP4_1024b198numeric2 unique values
0 missing
FCFP4_1024b199numeric2 unique values
0 missing
FCFP4_1024b2numeric1 unique values
0 missing
FCFP4_1024b20numeric2 unique values
0 missing
FCFP4_1024b200numeric1 unique values
0 missing
FCFP4_1024b201numeric1 unique values
0 missing
FCFP4_1024b202numeric2 unique values
0 missing
FCFP4_1024b203numeric1 unique values
0 missing
FCFP4_1024b204numeric2 unique values
0 missing
FCFP4_1024b205numeric1 unique values
0 missing
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0 missing
FCFP4_1024b207numeric2 unique values
0 missing
FCFP4_1024b208numeric2 unique values
0 missing
FCFP4_1024b209numeric2 unique values
0 missing
FCFP4_1024b21numeric2 unique values
0 missing
FCFP4_1024b210numeric1 unique values
0 missing
FCFP4_1024b211numeric2 unique values
0 missing
FCFP4_1024b212numeric1 unique values
0 missing
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0 missing
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0 missing
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0 missing
FCFP4_1024b216numeric1 unique values
0 missing
FCFP4_1024b217numeric1 unique values
0 missing
FCFP4_1024b218numeric2 unique values
0 missing
FCFP4_1024b219numeric1 unique values
0 missing
FCFP4_1024b22numeric2 unique values
0 missing
FCFP4_1024b220numeric1 unique values
0 missing
FCFP4_1024b221numeric1 unique values
0 missing
FCFP4_1024b222numeric2 unique values
0 missing
FCFP4_1024b223numeric1 unique values
0 missing
FCFP4_1024b224numeric1 unique values
0 missing
FCFP4_1024b225numeric1 unique values
0 missing
FCFP4_1024b226numeric2 unique values
0 missing
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0 missing
FCFP4_1024b228numeric1 unique values
0 missing
FCFP4_1024b229numeric2 unique values
0 missing
FCFP4_1024b23numeric1 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing

62 properties

1265
Number of instances (rows) of the dataset.
412
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
411
Number of numeric attributes.
1
Number of nominal attributes.
0.11
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Percentage of instances belonging to the most frequent class.
Minimal entropy among attributes.
7.31
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
-2
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.05
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
0
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
1265
Maximum kurtosis among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
312.49
Third quartile of kurtosis among attributes of the numeric type.
6.84
Maximum of means among attributes of the numeric type.
The minimal number of distinct values among attributes of the nominal type.
99.76
Percentage of numeric attributes.
0.03
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
-4.58
Minimum skewness among attributes of the numeric type.
0.24
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
The maximum number of distinct values among attributes of the nominal type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
17.72
Third quartile of skewness among attributes of the numeric type.
35.57
Maximum skewness among attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
8.44
First quartile of kurtosis among attributes of the numeric type.
0.18
Third quartile of standard deviation of attributes of the numeric type.
1.45
Maximum standard deviation of attributes of the numeric type.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
255.85
Mean kurtosis among attributes of the numeric type.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
0.07
Mean of means among attributes of the numeric type.
3.22
First quartile of skewness among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
0
First quartile of standard deviation of attributes of the numeric type.
-0.05
Average class difference between consecutive instances.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Second quartile (Median) of entropy among attributes.
Entropy of the target attribute values.
Average number of distinct values among the attributes of the nominal type.
51.48
Second quartile (Median) of kurtosis among attributes of the numeric type.
0.33
Number of attributes divided by the number of instances.
11.56
Mean skewness among attributes of the numeric type.
0
Second quartile (Median) of means among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

12 tasks

1 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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