Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021

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: CHEMBL6021 (TID: 102389), and it has 12 rows and 657 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.

659 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal12 unique values
0 missing
Eig03_AEA.ri.numeric5 unique values
0 missing
MATS3vnumeric5 unique values
0 missing
AACnumeric5 unique values
0 missing
Eig03_EAnumeric5 unique values
0 missing
MATS4enumeric5 unique values
0 missing
AECCnumeric5 unique values
0 missing
Eig03_EA.bo.numeric5 unique values
0 missing
MATS4inumeric5 unique values
0 missing
ALOGPnumeric5 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS4mnumeric5 unique values
0 missing
ALOGP2numeric5 unique values
0 missing
Eig03_EA.ed.numeric5 unique values
0 missing
MATS4pnumeric5 unique values
0 missing
AMRnumeric5 unique values
0 missing
Eig03_EA.ri.numeric5 unique values
0 missing
MATS4snumeric5 unique values
0 missing
AMWnumeric5 unique values
0 missing
Eig04_AEA.bo.numeric5 unique values
0 missing
MATS4vnumeric5 unique values
0 missing
ARRnumeric4 unique values
0 missing
Eig04_AEA.dm.numeric5 unique values
0 missing
MATS5enumeric5 unique values
0 missing
ATS1enumeric5 unique values
0 missing
Eig04_AEA.ed.numeric5 unique values
0 missing
MATS5inumeric5 unique values
0 missing
ATS1inumeric5 unique values
0 missing
Eig04_AEA.ri.numeric4 unique values
0 missing
MATS5mnumeric5 unique values
0 missing
ATS1mnumeric5 unique values
0 missing
Eig04_EAnumeric5 unique values
0 missing
MATS5pnumeric5 unique values
0 missing
ATS1pnumeric5 unique values
0 missing
Eig04_EA.bo.numeric5 unique values
0 missing
MATS5snumeric5 unique values
0 missing
ATS1snumeric5 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
MATS5vnumeric5 unique values
0 missing
ATS1vnumeric5 unique values
0 missing
Eig04_EA.ed.numeric5 unique values
0 missing
MATS6enumeric5 unique values
0 missing
ATS2enumeric5 unique values
0 missing
Eig04_EA.ri.numeric5 unique values
0 missing
MATS6inumeric5 unique values
0 missing
ATS2inumeric5 unique values
0 missing
Eig05_AEA.bo.numeric5 unique values
0 missing
MATS6mnumeric5 unique values
0 missing
ATS2mnumeric5 unique values
0 missing
Eig05_AEA.dm.numeric5 unique values
0 missing
MATS6pnumeric5 unique values
0 missing
ATS2pnumeric5 unique values
0 missing
Eig05_AEA.ed.numeric5 unique values
0 missing
MATS6snumeric5 unique values
0 missing
ATS2snumeric5 unique values
0 missing
Eig05_AEA.ri.numeric5 unique values
0 missing
MATS6vnumeric5 unique values
0 missing
ATS2vnumeric5 unique values
0 missing
Eig05_EAnumeric5 unique values
0 missing
MATS7enumeric5 unique values
0 missing
ATS3enumeric5 unique values
0 missing
Eig05_EA.bo.numeric5 unique values
0 missing
MATS7inumeric5 unique values
0 missing
ATS3inumeric5 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
MATS7mnumeric5 unique values
0 missing
ATS3mnumeric5 unique values
0 missing
Eig05_EA.ed.numeric5 unique values
0 missing
MATS7pnumeric5 unique values
0 missing
ATS3pnumeric5 unique values
0 missing
Eig05_EA.ri.numeric5 unique values
0 missing
MATS7snumeric5 unique values
0 missing
ATS3snumeric5 unique values
0 missing
Eig06_AEA.bo.numeric5 unique values
0 missing
MATS7vnumeric5 unique values
0 missing
ATS3vnumeric5 unique values
0 missing
Eig06_AEA.dm.numeric5 unique values
0 missing
MATS8enumeric5 unique values
0 missing
ATS4enumeric5 unique values
0 missing
Eig06_AEA.ed.numeric5 unique values
0 missing
MATS8inumeric5 unique values
0 missing
ATS4inumeric5 unique values
0 missing
Eig06_AEA.ri.numeric5 unique values
0 missing
MATS8mnumeric5 unique values
0 missing
ATS4mnumeric5 unique values
0 missing
Eig06_EAnumeric5 unique values
0 missing
MATS8pnumeric5 unique values
0 missing
ATS4pnumeric5 unique values
0 missing
Eig06_EA.bo.numeric5 unique values
0 missing
MATS8snumeric5 unique values
0 missing
ATS4snumeric5 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
MATS8vnumeric5 unique values
0 missing
ATS4vnumeric5 unique values
0 missing
Eig06_EA.ed.numeric5 unique values
0 missing
MAXDNnumeric5 unique values
0 missing
ATS5enumeric5 unique values
0 missing
Eig06_EA.ri.numeric5 unique values
0 missing
MAXDPnumeric5 unique values
0 missing
ATS5inumeric5 unique values
0 missing
Eig07_AEA.bo.numeric5 unique values
0 missing
MCDnumeric4 unique values
0 missing
ATS5mnumeric5 unique values
0 missing
Eig07_AEA.dm.numeric5 unique values
0 missing
MDDDnumeric5 unique values
0 missing
ATS5pnumeric5 unique values
0 missing
Eig07_AEA.ed.numeric5 unique values
0 missing
Menumeric5 unique values
0 missing
ATS5snumeric5 unique values
0 missing
Eig07_AEA.ri.numeric5 unique values
0 missing
Minumeric5 unique values
0 missing
ATS5vnumeric5 unique values
0 missing
Eig07_EAnumeric5 unique values
0 missing
MLOGPnumeric5 unique values
0 missing
ATS6enumeric5 unique values
0 missing
Eig07_EA.bo.numeric5 unique values
0 missing
MLOGP2numeric5 unique values
0 missing
ATS6inumeric5 unique values
0 missing
Eig07_EA.dm.numeric5 unique values
0 missing
Mpnumeric5 unique values
0 missing
ATS6mnumeric5 unique values
0 missing
Eig07_EA.ed.numeric5 unique values
0 missing
MPC01numeric4 unique values
0 missing
ATS6pnumeric5 unique values
0 missing
Eig07_EA.ri.numeric5 unique values
0 missing
MPC02numeric5 unique values
0 missing
ATS6snumeric5 unique values
0 missing
Eig08_AEA.bo.numeric5 unique values
0 missing
MPC03numeric5 unique values
0 missing
ATS6vnumeric5 unique values
0 missing
Eig08_AEA.dm.numeric5 unique values
0 missing
MPC04numeric5 unique values
0 missing
ATS7enumeric5 unique values
0 missing
Eig08_AEA.ed.numeric5 unique values
0 missing
MPC05numeric4 unique values
0 missing
ATS7inumeric5 unique values
0 missing
Eig08_AEA.ri.numeric5 unique values
0 missing
MPC06numeric5 unique values
0 missing
ATS7mnumeric5 unique values
0 missing
Eig08_EAnumeric5 unique values
0 missing
MPC07numeric5 unique values
0 missing
ATS7pnumeric5 unique values
0 missing
Eig08_EA.bo.numeric5 unique values
0 missing
MPC08numeric5 unique values
0 missing
ATS7snumeric5 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
MPC09numeric5 unique values
0 missing
ATS7vnumeric5 unique values
0 missing
Eig08_EA.ed.numeric5 unique values
0 missing
MPC10numeric5 unique values
0 missing
ATS8enumeric5 unique values
0 missing
Eig08_EA.ri.numeric5 unique values
0 missing
MSDnumeric5 unique values
0 missing
ATS8inumeric5 unique values
0 missing
Eig09_AEA.bo.numeric4 unique values
0 missing
Mvnumeric5 unique values
0 missing
ATS8mnumeric5 unique values
0 missing
Eig09_AEA.dm.numeric5 unique values
0 missing
MWnumeric5 unique values
0 missing
ATS8pnumeric5 unique values
0 missing
Eig09_AEA.ed.numeric5 unique values
0 missing
MWC01numeric4 unique values
0 missing
ATS8snumeric5 unique values
0 missing
Eig09_AEA.ri.numeric4 unique values
0 missing
MWC02numeric5 unique values
0 missing
ATS8vnumeric5 unique values
0 missing
Eig09_EAnumeric3 unique values
0 missing
MWC03numeric5 unique values
0 missing
ATSC1enumeric5 unique values
0 missing
Eig09_EA.bo.numeric5 unique values
0 missing
MWC04numeric5 unique values
0 missing
ATSC1inumeric5 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
MWC05numeric5 unique values
0 missing
ATSC1mnumeric5 unique values
0 missing
Eig09_EA.ed.numeric5 unique values
0 missing
MWC06numeric5 unique values
0 missing
ATSC1pnumeric5 unique values
0 missing
Eig09_EA.ri.numeric4 unique values
0 missing
MWC07numeric5 unique values
0 missing
ATSC1snumeric5 unique values
0 missing
Eig10_AEA.bo.numeric4 unique values
0 missing
MWC08numeric5 unique values
0 missing
ATSC1vnumeric5 unique values
0 missing
Eig10_AEA.dm.numeric5 unique values
0 missing
MWC09numeric5 unique values
0 missing
ATSC2enumeric5 unique values
0 missing
Eig10_AEA.ed.numeric5 unique values
0 missing
MWC10numeric5 unique values
0 missing
ATSC2inumeric5 unique values
0 missing
Eig10_AEA.ri.numeric5 unique values
0 missing
N.numeric5 unique values
0 missing
ATSC2mnumeric5 unique values
0 missing
Eig10_EAnumeric5 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC2pnumeric5 unique values
0 missing
Eig10_EA.bo.numeric5 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC2snumeric5 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
NaaCHnumeric2 unique values
0 missing
ATSC2vnumeric5 unique values
0 missing
Eig10_EA.ed.numeric3 unique values
0 missing
NaasCnumeric2 unique values
0 missing
ATSC3enumeric5 unique values
0 missing
Eig10_EA.ri.numeric5 unique values
0 missing
nABnumeric2 unique values
0 missing
ATSC3inumeric5 unique values
0 missing
Eig11_AEA.bo.numeric5 unique values
0 missing
nATnumeric5 unique values
0 missing
ATSC3mnumeric5 unique values
0 missing
Eig11_AEA.dm.numeric5 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATSC3pnumeric5 unique values
0 missing
Eig11_AEA.ed.numeric3 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATSC3snumeric5 unique values
0 missing
Eig11_AEA.ri.numeric5 unique values
0 missing
nBOnumeric4 unique values
0 missing
ATSC3vnumeric5 unique values
0 missing
Eig11_EAnumeric5 unique values
0 missing
nBTnumeric5 unique values
0 missing
ATSC4enumeric5 unique values
0 missing
Eig11_EA.bo.numeric5 unique values
0 missing
nCnumeric4 unique values
0 missing
ATSC4inumeric5 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
nCarnumeric2 unique values
0 missing
ATSC4mnumeric5 unique values
0 missing
Eig11_EA.ed.numeric5 unique values
0 missing
nCb.numeric2 unique values
0 missing
ATSC4pnumeric5 unique values
0 missing
Eig11_EA.ri.numeric5 unique values
0 missing
nCbHnumeric2 unique values
0 missing
ATSC4snumeric5 unique values
0 missing
Eig12_AEA.bo.numeric5 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC4vnumeric5 unique values
0 missing
Eig12_AEA.dm.numeric4 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATSC5enumeric5 unique values
0 missing
Eig12_AEA.ed.numeric5 unique values
0 missing
nCONNnumeric2 unique values
0 missing
ATSC5inumeric5 unique values
0 missing
Eig12_AEA.ri.numeric5 unique values
0 missing
nCpnumeric5 unique values
0 missing
ATSC5mnumeric5 unique values
0 missing
Eig12_EAnumeric5 unique values
0 missing
nCrsnumeric4 unique values
0 missing
ATSC5pnumeric5 unique values
0 missing
Eig12_EA.bo.numeric5 unique values
0 missing
nCrtnumeric2 unique values
0 missing
ATSC5snumeric5 unique values
0 missing
Eig12_EA.ed.numeric5 unique values
0 missing
nCsnumeric5 unique values
0 missing
ATSC5vnumeric5 unique values
0 missing
Eig12_EA.ri.numeric5 unique values
0 missing
nCsp2numeric4 unique values
0 missing
ATSC6enumeric5 unique values
0 missing
Eig13_AEA.bo.numeric4 unique values
0 missing
nCsp3numeric5 unique values
0 missing
ATSC6inumeric5 unique values
0 missing
Eig13_AEA.dm.numeric5 unique values
0 missing
nCtnumeric4 unique values
0 missing
ATSC6mnumeric5 unique values
0 missing
Eig13_AEA.ed.numeric5 unique values
0 missing
nDBnumeric4 unique values
0 missing
ATSC6pnumeric5 unique values
0 missing
Eig13_AEA.ri.numeric5 unique values
0 missing
NdOnumeric4 unique values
0 missing
ATSC6snumeric5 unique values
0 missing
Eig13_EAnumeric5 unique values
0 missing
NdssCnumeric4 unique values
0 missing
ATSC6vnumeric5 unique values
0 missing
Eig13_EA.bo.numeric5 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC7enumeric5 unique values
0 missing
Eig13_EA.ed.numeric5 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC7inumeric5 unique values
0 missing
Eig13_EA.ri.numeric5 unique values
0 missing
nHnumeric5 unique values
0 missing
ATSC7mnumeric5 unique values
0 missing
Eig14_AEA.bo.numeric5 unique values
0 missing
nHAccnumeric5 unique values
0 missing
ATSC7pnumeric5 unique values
0 missing
Eig14_AEA.dm.numeric5 unique values
0 missing
nHDonnumeric4 unique values
0 missing
ATSC7snumeric5 unique values
0 missing
Eig14_AEA.ed.numeric5 unique values
0 missing
nHetnumeric5 unique values
0 missing
ATSC7vnumeric5 unique values
0 missing
Eig14_AEA.ri.numeric5 unique values
0 missing
nNnumeric3 unique values
0 missing
ATSC8enumeric5 unique values
0 missing
Eig14_EAnumeric5 unique values
0 missing
NNRSnumeric4 unique values
0 missing
ATSC8inumeric5 unique values
0 missing
Eig14_EA.bo.numeric5 unique values
0 missing
nOnumeric4 unique values
0 missing
ATSC8mnumeric5 unique values
0 missing
Eig14_EA.ed.numeric5 unique values
0 missing
nOHpnumeric2 unique values
0 missing
ATSC8pnumeric5 unique values
0 missing
Eig14_EA.ri.numeric5 unique values
0 missing
nOHsnumeric3 unique values
0 missing
ATSC8snumeric5 unique values
0 missing
Eig15_AEA.bo.numeric5 unique values
0 missing
nR05numeric2 unique values
0 missing
ATSC8vnumeric5 unique values
0 missing
Eig15_AEA.dm.numeric5 unique values
0 missing
nR06numeric4 unique values
0 missing
BACnumeric5 unique values
0 missing
Eig15_AEA.ed.numeric5 unique values
0 missing
nR07numeric2 unique values
0 missing
BBInumeric5 unique values
0 missing
Eig15_AEA.ri.numeric4 unique values
0 missing
nRCONHRnumeric4 unique values
0 missing
BIC0numeric5 unique values
0 missing
Eig15_EAnumeric4 unique values
0 missing
nRCONR2numeric3 unique values
0 missing
BIC1numeric5 unique values
0 missing
Eig15_EA.bo.numeric4 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
BIC2numeric5 unique values
0 missing
Eig15_EA.ed.numeric5 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
BIC3numeric5 unique values
0 missing
Eig15_EA.ri.numeric4 unique values
0 missing
nRNR2numeric2 unique values
0 missing
BIC4numeric5 unique values
0 missing
Eta_alphanumeric5 unique values
0 missing
nROHnumeric3 unique values
0 missing
BIC5numeric5 unique values
0 missing
Eta_alpha_Anumeric5 unique values
0 missing
nRORnumeric2 unique values
0 missing
BIDnumeric5 unique values
0 missing
Eta_Bnumeric5 unique values
0 missing
NRSnumeric4 unique values
0 missing
BLInumeric5 unique values
0 missing
Eta_B_Anumeric5 unique values
0 missing
NsCH3numeric5 unique values
0 missing
BLTA96numeric5 unique values
0 missing
Eta_betanumeric5 unique values
0 missing
nSKnumeric4 unique values
0 missing
BLTD48numeric5 unique values
0 missing
Eta_beta_Anumeric5 unique values
0 missing
NsOHnumeric3 unique values
0 missing
BLTF96numeric4 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
NssCH2numeric4 unique values
0 missing
C.numeric5 unique values
0 missing
Eta_betaP_Anumeric5 unique values
0 missing
NssNHnumeric4 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_betaSnumeric5 unique values
0 missing
NssOnumeric3 unique values
0 missing
C.002numeric5 unique values
0 missing
Eta_betaS_Anumeric5 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
C.003numeric4 unique values
0 missing
Eta_Cnumeric5 unique values
0 missing
NsssNnumeric4 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_C_Anumeric5 unique values
0 missing
O.numeric5 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_epsinumeric5 unique values
0 missing
O.056numeric3 unique values
0 missing
C.008numeric4 unique values
0 missing
Eta_epsi_Anumeric4 unique values
0 missing
O.057numeric2 unique values
0 missing
C.009numeric2 unique values
0 missing
Eta_Fnumeric5 unique values
0 missing
O.058numeric4 unique values
0 missing
C.024numeric2 unique values
0 missing
Eta_F_Anumeric5 unique values
0 missing
O.059numeric2 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_FLnumeric5 unique values
0 missing
O.060numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_FL_Anumeric5 unique values
0 missing
ON0numeric5 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_Lnumeric5 unique values
0 missing
ON0Vnumeric5 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_L_Anumeric5 unique values
0 missing
ON1numeric4 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_sh_pnumeric5 unique values
0 missing
ON1Vnumeric5 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
Eta_sh_ynumeric5 unique values
0 missing
PCDnumeric5 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS1enumeric5 unique values
0 missing
PCRnumeric5 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS1inumeric5 unique values
0 missing
PDInumeric4 unique values
0 missing
CATS2D_02_ALnumeric2 unique values
0 missing
GATS1mnumeric5 unique values
0 missing
PHInumeric5 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
GATS1pnumeric5 unique values
0 missing
piIDnumeric5 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS1snumeric5 unique values
0 missing
piPC01numeric5 unique values
0 missing
CATS2D_02_LLnumeric5 unique values
0 missing
GATS1vnumeric5 unique values
0 missing
piPC02numeric5 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS2enumeric5 unique values
0 missing
piPC03numeric5 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GATS2inumeric5 unique values
0 missing
piPC04numeric5 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS2mnumeric5 unique values
0 missing
piPC05numeric5 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS2pnumeric5 unique values
0 missing
piPC06numeric5 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS2snumeric5 unique values
0 missing
piPC07numeric5 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS2vnumeric5 unique values
0 missing
piPC08numeric5 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
GATS3enumeric5 unique values
0 missing
piPC09numeric5 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS3inumeric5 unique values
0 missing
piPC10numeric5 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
GATS3mnumeric5 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS3pnumeric5 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3snumeric5 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS3vnumeric5 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS4enumeric5 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
GATS4inumeric5 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS4mnumeric4 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS4pnumeric5 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS4snumeric5 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS4vnumeric5 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS5enumeric5 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS5inumeric5 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
GATS5mnumeric5 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS5pnumeric5 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS5snumeric5 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS5vnumeric5 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS6enumeric4 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS6inumeric5 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS6mnumeric5 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS6pnumeric5 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
GATS6snumeric5 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS6vnumeric5 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS7enumeric5 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
GATS7inumeric5 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS7mnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS7pnumeric5 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS7snumeric5 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS7vnumeric5 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
GATS8enumeric5 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS8inumeric5 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GATS8mnumeric5 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
GATS8pnumeric5 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS8snumeric5 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS8vnumeric5 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI1numeric5 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
GGI10numeric5 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI2numeric4 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
GGI3numeric5 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GGI4numeric5 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI5numeric5 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI6numeric5 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GGI7numeric5 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
GGI8numeric5 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GGI9numeric5 unique values
0 missing
CENTnumeric5 unique values
0 missing
GMTInumeric5 unique values
0 missing
Chi0_AEA.bo.numeric5 unique values
0 missing
GMTIVnumeric5 unique values
0 missing
Chi0_AEA.dm.numeric5 unique values
0 missing
GNarnumeric5 unique values
0 missing
Chi0_AEA.ed.numeric5 unique values
0 missing
H.numeric5 unique values
0 missing
Chi0_AEA.ri.numeric5 unique values
0 missing
H.046numeric5 unique values
0 missing
Chi0_EAnumeric5 unique values
0 missing
H.047numeric5 unique values
0 missing
Chi0_EA.bo.numeric5 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_EA.dm.numeric5 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_EA.ed.numeric5 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_EA.ri.numeric5 unique values
0 missing
H.052numeric5 unique values
0 missing
Chi1_AEA.bo.numeric5 unique values
0 missing
HDcpxnumeric5 unique values
0 missing
Chi1_AEA.dm.numeric5 unique values
0 missing
HNarnumeric5 unique values
0 missing
Chi1_AEA.ed.numeric5 unique values
0 missing
HVcpxnumeric5 unique values
0 missing
Chi1_AEA.ri.numeric5 unique values
0 missing
Hynumeric5 unique values
0 missing
Chi1_EAnumeric5 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.bo.numeric5 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EA.dm.numeric5 unique values
0 missing
IACnumeric5 unique values
0 missing
Chi1_EA.ed.numeric5 unique values
0 missing
IC0numeric5 unique values
0 missing
Chi1_EA.ri.numeric5 unique values
0 missing
IC1numeric5 unique values
0 missing
CIC0numeric5 unique values
0 missing
IC2numeric5 unique values
0 missing
CIC1numeric5 unique values
0 missing
IC3numeric5 unique values
0 missing
CIC2numeric5 unique values
0 missing
IC4numeric5 unique values
0 missing
CIC3numeric5 unique values
0 missing
IC5numeric5 unique values
0 missing
CIC4numeric5 unique values
0 missing
ICRnumeric5 unique values
0 missing
CIC5numeric5 unique values
0 missing
IDDEnumeric4 unique values
0 missing
CIDnumeric5 unique values
0 missing
IDDMnumeric5 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDEnumeric5 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDETnumeric5 unique values
0 missing
CSInumeric5 unique values
0 missing
IDMnumeric5 unique values
0 missing
DBInumeric5 unique values
0 missing
IDMTnumeric5 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
Infective.80numeric2 unique values
0 missing
D.Dtr06numeric5 unique values
0 missing
ISIZnumeric5 unique values
0 missing
D.Dtr07numeric4 unique values
0 missing
IVDEnumeric5 unique values
0 missing
DECCnumeric5 unique values
0 missing
IVDMnumeric5 unique values
0 missing
DELSnumeric5 unique values
0 missing
JGI1numeric5 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI10numeric3 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI2numeric5 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI3numeric5 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI4numeric5 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI5numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
JGI6numeric4 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI7numeric5 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
JGI8numeric4 unique values
0 missing
Dznumeric5 unique values
0 missing
JGI9numeric4 unique values
0 missing
ECCnumeric5 unique values
0 missing
JGTnumeric5 unique values
0 missing
Eig01_AEA.bo.numeric5 unique values
0 missing
LLS_01numeric3 unique values
0 missing
Eig01_AEA.dm.numeric5 unique values
0 missing
LLS_02numeric3 unique values
0 missing
Eig01_AEA.ed.numeric5 unique values
0 missing
LOCnumeric5 unique values
0 missing
Eig01_AEA.ri.numeric5 unique values
0 missing
LPRSnumeric5 unique values
0 missing
Eig01_EAnumeric5 unique values
0 missing
MATS1enumeric5 unique values
0 missing
Eig01_EA.bo.numeric5 unique values
0 missing
MATS1inumeric5 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS1mnumeric5 unique values
0 missing
Eig01_EA.ed.numeric5 unique values
0 missing
MATS1pnumeric5 unique values
0 missing
Eig01_EA.ri.numeric5 unique values
0 missing
MATS1snumeric5 unique values
0 missing
Eig02_AEA.bo.numeric5 unique values
0 missing
MATS1vnumeric5 unique values
0 missing
Eig02_AEA.dm.numeric5 unique values
0 missing
MATS2enumeric5 unique values
0 missing
Eig02_AEA.ed.numeric5 unique values
0 missing
MATS2inumeric5 unique values
0 missing
Eig02_AEA.ri.numeric5 unique values
0 missing
MATS2mnumeric5 unique values
0 missing
Eig02_EAnumeric5 unique values
0 missing
MATS2pnumeric5 unique values
0 missing
Eig02_EA.bo.numeric5 unique values
0 missing
MATS2snumeric5 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS2vnumeric5 unique values
0 missing
Eig02_EA.ed.numeric5 unique values
0 missing
MATS3enumeric5 unique values
0 missing
Eig02_EA.ri.numeric5 unique values
0 missing
MATS3inumeric5 unique values
0 missing
Eig03_AEA.bo.numeric5 unique values
0 missing
MATS3mnumeric5 unique values
0 missing
Eig03_AEA.dm.numeric5 unique values
0 missing
MATS3pnumeric5 unique values
0 missing
Eig03_AEA.ed.numeric5 unique values
0 missing
MATS3snumeric5 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
12
Number of instances (rows) of the dataset.
NumberOfFeatures
659
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
658
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.77
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
3.04
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
126.72
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.17
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.28
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.65
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
54.92
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.18
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.04
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
136.74
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
1.84
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.42
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
12
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.21
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
30993.33
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
4.26
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.01
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.26
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.46
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
2.11
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
37911.53
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.19
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.37
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
1 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6021
0 runs - estimation_procedure: 50 times Clustering
Define a new task