Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995

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: CHEMBL2995 (TID: 12244), and it has 10 rows and 710 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.

712 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
ECCnumeric8 unique values
0 missing
MATS3enumeric9 unique values
0 missing
ATS1mnumeric9 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
MATS3inumeric9 unique values
0 missing
ATS2mnumeric9 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
MATS3mnumeric9 unique values
0 missing
ATS3mnumeric9 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
MATS3pnumeric9 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
MATS3snumeric10 unique values
0 missing
ATSC3mnumeric9 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
MATS3vnumeric9 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS4enumeric10 unique values
0 missing
ATSC7mnumeric9 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
MATS4inumeric9 unique values
0 missing
ATSC8mnumeric9 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
MATS4mnumeric10 unique values
0 missing
BLInumeric9 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
MATS4pnumeric10 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
MATS4snumeric10 unique values
0 missing
Chi1_EA.dm.numeric7 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
MATS4vnumeric10 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
MATS5enumeric9 unique values
0 missing
Eta_alphanumeric8 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
MATS5inumeric10 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
MATS5mnumeric10 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
MATS5snumeric10 unique values
0 missing
Eta_C_Anumeric9 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
MATS5vnumeric10 unique values
0 missing
Eta_F_Anumeric9 unique values
0 missing
Eig02_EA.ri.numeric9 unique values
0 missing
MATS6enumeric10 unique values
0 missing
Eta_FL_Anumeric8 unique values
0 missing
Eig03_AEA.bo.numeric9 unique values
0 missing
MATS6inumeric10 unique values
0 missing
Eta_Lnumeric9 unique values
0 missing
Eig03_AEA.dm.numeric9 unique values
0 missing
MATS6pnumeric10 unique values
0 missing
Eta_L_Anumeric8 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
MATS6snumeric10 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
MATS6vnumeric10 unique values
0 missing
GATS7enumeric9 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
MATS7enumeric9 unique values
0 missing
GATS7snumeric9 unique values
0 missing
Eig03_EA.bo.numeric9 unique values
0 missing
MATS7inumeric9 unique values
0 missing
MATS2enumeric9 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS7mnumeric9 unique values
0 missing
MATS2pnumeric9 unique values
0 missing
Eig03_EA.ed.numeric8 unique values
0 missing
MATS7pnumeric9 unique values
0 missing
MATS5pnumeric10 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
MATS7vnumeric9 unique values
0 missing
MATS6mnumeric9 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
MATS8enumeric9 unique values
0 missing
MATS7snumeric9 unique values
0 missing
Eig04_AEA.dm.numeric8 unique values
0 missing
MATS8inumeric9 unique values
0 missing
MWnumeric8 unique values
0 missing
Eig04_AEA.ed.numeric8 unique values
0 missing
MATS8mnumeric8 unique values
0 missing
PCDnumeric9 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
MATS8pnumeric8 unique values
0 missing
PCRnumeric9 unique values
0 missing
Eig04_EAnumeric8 unique values
0 missing
MATS8snumeric9 unique values
0 missing
SpMAD_AEA.bo.numeric8 unique values
0 missing
Eig04_EA.bo.numeric9 unique values
0 missing
MATS8vnumeric8 unique values
0 missing
SpMAD_AEA.ri.numeric10 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MAXDNnumeric9 unique values
0 missing
SpMAD_EAnumeric7 unique values
0 missing
Eig04_EA.ed.numeric8 unique values
0 missing
MAXDPnumeric9 unique values
0 missing
SpMax1_Bh.e.numeric9 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
MCDnumeric6 unique values
0 missing
SpMax3_Bh.m.numeric10 unique values
0 missing
Eig05_AEA.bo.numeric9 unique values
0 missing
MDDDnumeric8 unique values
0 missing
SpMax4_Bh.m.numeric9 unique values
0 missing
Eig05_AEA.dm.numeric9 unique values
0 missing
Menumeric7 unique values
0 missing
SpMax7_Bh.m.numeric9 unique values
0 missing
Eig05_AEA.ed.numeric7 unique values
0 missing
Minumeric7 unique values
0 missing
SpMax_AEA.bo.numeric9 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
MLOGPnumeric7 unique values
0 missing
X0Avnumeric8 unique values
0 missing
Eig05_EAnumeric8 unique values
0 missing
MLOGP2numeric7 unique values
0 missing
X0solnumeric5 unique values
0 missing
Eig05_EA.bo.numeric9 unique values
0 missing
Mpnumeric8 unique values
0 missing
X0vnumeric8 unique values
0 missing
Eig05_EA.ed.numeric8 unique values
0 missing
MPC01numeric6 unique values
0 missing
X1Anumeric8 unique values
0 missing
Eig05_EA.ri.numeric9 unique values
0 missing
MPC02numeric7 unique values
0 missing
X1Avnumeric8 unique values
0 missing
Eig06_AEA.bo.numeric8 unique values
0 missing
MPC03numeric8 unique values
0 missing
X1solnumeric6 unique values
0 missing
Eig06_AEA.dm.numeric8 unique values
0 missing
MPC04numeric7 unique values
0 missing
X1vnumeric9 unique values
0 missing
Eig06_AEA.ed.numeric6 unique values
0 missing
MPC05numeric8 unique values
0 missing
X2Avnumeric8 unique values
0 missing
Eig06_AEA.ri.numeric9 unique values
0 missing
MPC06numeric7 unique values
0 missing
X2solnumeric6 unique values
0 missing
Eig06_EAnumeric7 unique values
0 missing
MPC07numeric8 unique values
0 missing
X2vnumeric9 unique values
0 missing
Eig06_EA.bo.numeric8 unique values
0 missing
MPC08numeric8 unique values
0 missing
X3Avnumeric8 unique values
0 missing
Eig06_EA.ed.numeric6 unique values
0 missing
MPC09numeric8 unique values
0 missing
X3solnumeric6 unique values
0 missing
Eig06_EA.ri.numeric9 unique values
0 missing
MPC10numeric6 unique values
0 missing
X3vnumeric10 unique values
0 missing
Eig07_AEA.bo.numeric6 unique values
0 missing
MSDnumeric8 unique values
0 missing
X4Avnumeric7 unique values
0 missing
Eig07_AEA.dm.numeric7 unique values
0 missing
Mvnumeric8 unique values
0 missing
X4solnumeric6 unique values
0 missing
Eig07_AEA.ed.numeric6 unique values
0 missing
MWC01numeric6 unique values
0 missing
X4vnumeric10 unique values
0 missing
Eig07_AEA.ri.numeric5 unique values
0 missing
MWC02numeric7 unique values
0 missing
X5vnumeric10 unique values
0 missing
Eig07_EAnumeric5 unique values
0 missing
MWC03numeric8 unique values
0 missing
ZM2Madnumeric9 unique values
0 missing
Eig07_EA.bo.numeric5 unique values
0 missing
MWC04numeric8 unique values
0 missing
AACnumeric8 unique values
0 missing
Eig07_EA.ed.numeric6 unique values
0 missing
MWC05numeric8 unique values
0 missing
AECCnumeric8 unique values
0 missing
Eig07_EA.ri.numeric5 unique values
0 missing
MWC06numeric8 unique values
0 missing
ALOGPnumeric9 unique values
0 missing
Eig08_AEA.bo.numeric7 unique values
0 missing
MWC07numeric8 unique values
0 missing
ALOGP2numeric9 unique values
0 missing
Eig08_AEA.dm.numeric7 unique values
0 missing
MWC08numeric8 unique values
0 missing
AMRnumeric9 unique values
0 missing
Eig08_AEA.ed.numeric7 unique values
0 missing
MWC09numeric8 unique values
0 missing
AMWnumeric8 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
MWC10numeric8 unique values
0 missing
ARRnumeric6 unique values
0 missing
Eig08_EAnumeric7 unique values
0 missing
N.numeric6 unique values
0 missing
ATS1enumeric9 unique values
0 missing
Eig08_EA.bo.numeric7 unique values
0 missing
N.070numeric2 unique values
0 missing
ATS1inumeric9 unique values
0 missing
Eig08_EA.ed.numeric8 unique values
0 missing
N.074numeric2 unique values
0 missing
ATS1pnumeric9 unique values
0 missing
Eig08_EA.ri.numeric9 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS1snumeric9 unique values
0 missing
Eig09_AEA.bo.numeric8 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATS1vnumeric9 unique values
0 missing
Eig09_AEA.dm.numeric9 unique values
0 missing
NaaCHnumeric4 unique values
0 missing
ATS2enumeric9 unique values
0 missing
Eig09_AEA.ed.numeric8 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS2inumeric9 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATS2pnumeric9 unique values
0 missing
Eig09_EAnumeric7 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATS2snumeric9 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
nABnumeric3 unique values
0 missing
ATS2vnumeric9 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
nArCHOnumeric2 unique values
0 missing
ATS3enumeric9 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATS3inumeric9 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
ATS3pnumeric9 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
nArOHnumeric3 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig10_AEA.ed.numeric8 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATS3vnumeric9 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
nATnumeric6 unique values
0 missing
ATS4inumeric9 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
nBOnumeric6 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig11_AEA.bo.numeric9 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
nBTnumeric6 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig11_AEA.ed.numeric7 unique values
0 missing
nCnumeric5 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
nCarnumeric3 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig11_EAnumeric7 unique values
0 missing
nCb.numeric4 unique values
0 missing
ATS5snumeric10 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
nCbHnumeric4 unique values
0 missing
ATS5vnumeric9 unique values
0 missing
Eig11_EA.ed.numeric8 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig11_EA.ri.numeric9 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig12_AEA.bo.numeric7 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATS6pnumeric9 unique values
0 missing
Eig12_AEA.ed.numeric6 unique values
0 missing
nCqnumeric2 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig12_AEA.ri.numeric7 unique values
0 missing
nCrqnumeric2 unique values
0 missing
ATS6vnumeric9 unique values
0 missing
Eig12_EAnumeric6 unique values
0 missing
nCrsnumeric3 unique values
0 missing
ATS7enumeric9 unique values
0 missing
Eig12_EA.bo.numeric8 unique values
0 missing
nCrtnumeric3 unique values
0 missing
ATS7inumeric9 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
nCsnumeric3 unique values
0 missing
ATS7mnumeric9 unique values
0 missing
Eig12_EA.ri.numeric8 unique values
0 missing
nCspnumeric2 unique values
0 missing
ATS7pnumeric9 unique values
0 missing
Eig13_AEA.bo.numeric7 unique values
0 missing
nCsp2numeric4 unique values
0 missing
ATS7snumeric9 unique values
0 missing
Eig13_AEA.dm.numeric9 unique values
0 missing
nCsp3numeric3 unique values
0 missing
ATS7vnumeric9 unique values
0 missing
Eig13_AEA.ed.numeric7 unique values
0 missing
nCtnumeric3 unique values
0 missing
ATS8enumeric9 unique values
0 missing
Eig13_AEA.ri.numeric9 unique values
0 missing
nDBnumeric2 unique values
0 missing
ATS8inumeric9 unique values
0 missing
Eig13_EAnumeric8 unique values
0 missing
NdCH2numeric2 unique values
0 missing
ATS8mnumeric9 unique values
0 missing
Eig13_EA.bo.numeric8 unique values
0 missing
NdOnumeric2 unique values
0 missing
ATS8pnumeric9 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
ATS8snumeric9 unique values
0 missing
Eig13_EA.ri.numeric8 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATS8vnumeric9 unique values
0 missing
Eig14_AEA.bo.numeric9 unique values
0 missing
nFnumeric2 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
Eig14_AEA.dm.numeric7 unique values
0 missing
nHnumeric6 unique values
0 missing
ATSC1inumeric8 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
nHAccnumeric4 unique values
0 missing
ATSC1mnumeric9 unique values
0 missing
Eig14_AEA.ri.numeric9 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC1pnumeric9 unique values
0 missing
Eig14_EAnumeric8 unique values
0 missing
nHetnumeric4 unique values
0 missing
ATSC1snumeric9 unique values
0 missing
Eig14_EA.bo.numeric7 unique values
0 missing
nHMnumeric2 unique values
0 missing
ATSC1vnumeric9 unique values
0 missing
Eig14_EA.ed.numeric8 unique values
0 missing
nIsoxazolesnumeric2 unique values
0 missing
ATSC2enumeric9 unique values
0 missing
Eig14_EA.ri.numeric10 unique values
0 missing
nNnumeric3 unique values
0 missing
ATSC2inumeric9 unique values
0 missing
Eig15_AEA.bo.numeric7 unique values
0 missing
NNRSnumeric3 unique values
0 missing
ATSC2mnumeric9 unique values
0 missing
Eig15_AEA.dm.numeric9 unique values
0 missing
nOnumeric3 unique values
0 missing
ATSC2pnumeric9 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
nOHsnumeric2 unique values
0 missing
ATSC2snumeric9 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
nOxazolesnumeric2 unique values
0 missing
ATSC2vnumeric9 unique values
0 missing
Eig15_EAnumeric7 unique values
0 missing
nR05numeric2 unique values
0 missing
ATSC3enumeric9 unique values
0 missing
Eig15_EA.bo.numeric8 unique values
0 missing
nR06numeric2 unique values
0 missing
ATSC3inumeric9 unique values
0 missing
Eig15_EA.ed.numeric8 unique values
0 missing
nR09numeric2 unique values
0 missing
ATSC3pnumeric9 unique values
0 missing
Eig15_EA.ri.numeric10 unique values
0 missing
nR10numeric3 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
ATSC3vnumeric9 unique values
0 missing
Eta_B_Anumeric5 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eta_betanumeric9 unique values
0 missing
nROHnumeric2 unique values
0 missing
ATSC4inumeric9 unique values
0 missing
Eta_beta_Anumeric9 unique values
0 missing
NRSnumeric2 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
NsBrnumeric2 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eta_betaP_Anumeric8 unique values
0 missing
NsCH3numeric2 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eta_betaSnumeric7 unique values
0 missing
NsFnumeric2 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eta_betaS_Anumeric7 unique values
0 missing
nSKnumeric5 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eta_epsinumeric8 unique values
0 missing
NsOHnumeric2 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eta_epsi_Anumeric8 unique values
0 missing
NssCH2numeric3 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
NssNHnumeric2 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
Eta_FLnumeric9 unique values
0 missing
NssOnumeric2 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
Eta_sh_pnumeric7 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
NssssCnumeric2 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
Eta_sh_ynumeric8 unique values
0 missing
nTBnumeric2 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
F.084numeric2 unique values
0 missing
NtNnumeric2 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
GATS1enumeric9 unique values
0 missing
NtsCnumeric2 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
GATS1inumeric9 unique values
0 missing
nXnumeric3 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
GATS1mnumeric7 unique values
0 missing
O.numeric6 unique values
0 missing
ATSC7enumeric8 unique values
0 missing
GATS1pnumeric9 unique values
0 missing
O.056numeric2 unique values
0 missing
ATSC7inumeric9 unique values
0 missing
GATS1snumeric9 unique values
0 missing
O.057numeric3 unique values
0 missing
ATSC7pnumeric9 unique values
0 missing
GATS1vnumeric9 unique values
0 missing
O.058numeric2 unique values
0 missing
ATSC7snumeric9 unique values
0 missing
GATS2enumeric9 unique values
0 missing
O.060numeric3 unique values
0 missing
ATSC7vnumeric9 unique values
0 missing
GATS2inumeric9 unique values
0 missing
ON0numeric7 unique values
0 missing
ATSC8enumeric9 unique values
0 missing
GATS2mnumeric8 unique values
0 missing
ON0Vnumeric8 unique values
0 missing
ATSC8inumeric9 unique values
0 missing
GATS2pnumeric9 unique values
0 missing
ON1numeric8 unique values
0 missing
ATSC8pnumeric9 unique values
0 missing
GATS2snumeric9 unique values
0 missing
ON1Vnumeric9 unique values
0 missing
ATSC8snumeric9 unique values
0 missing
GATS2vnumeric9 unique values
0 missing
PDInumeric9 unique values
0 missing
ATSC8vnumeric9 unique values
0 missing
GATS3enumeric9 unique values
0 missing
PHInumeric7 unique values
0 missing
BACnumeric6 unique values
0 missing
GATS3inumeric8 unique values
0 missing
piIDnumeric9 unique values
0 missing
BBInumeric7 unique values
0 missing
GATS3mnumeric9 unique values
0 missing
piPC01numeric7 unique values
0 missing
BIC0numeric8 unique values
0 missing
GATS3pnumeric9 unique values
0 missing
piPC02numeric7 unique values
0 missing
BIC1numeric8 unique values
0 missing
GATS3snumeric10 unique values
0 missing
piPC03numeric8 unique values
0 missing
BIC2numeric8 unique values
0 missing
GATS3vnumeric9 unique values
0 missing
piPC04numeric9 unique values
0 missing
BIC3numeric8 unique values
0 missing
GATS4enumeric10 unique values
0 missing
piPC05numeric9 unique values
0 missing
BIC4numeric7 unique values
0 missing
GATS4inumeric10 unique values
0 missing
piPC06numeric9 unique values
0 missing
BIC5numeric7 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
piPC07numeric9 unique values
0 missing
BIDnumeric7 unique values
0 missing
GATS4pnumeric10 unique values
0 missing
piPC08numeric9 unique values
0 missing
BLTA96numeric7 unique values
0 missing
GATS4snumeric10 unique values
0 missing
piPC09numeric9 unique values
0 missing
BLTD48numeric7 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
piPC10numeric9 unique values
0 missing
BLTF96numeric7 unique values
0 missing
GATS5enumeric10 unique values
0 missing
Polnumeric8 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS5inumeric10 unique values
0 missing
Psi_e_0numeric9 unique values
0 missing
C.numeric4 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
Psi_e_1numeric9 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS5snumeric10 unique values
0 missing
Psi_e_Anumeric8 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS5vnumeric10 unique values
0 missing
Psi_i_0numeric8 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS6enumeric10 unique values
0 missing
Psi_i_1numeric9 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS6inumeric10 unique values
0 missing
Psi_i_Anumeric8 unique values
0 missing
C.007numeric2 unique values
0 missing
GATS6mnumeric10 unique values
0 missing
Psi_i_snumeric8 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS6pnumeric10 unique values
0 missing
Psi_i_tnumeric3 unique values
0 missing
C.015numeric2 unique values
0 missing
GATS6snumeric10 unique values
0 missing
P_VSA_e_1numeric6 unique values
0 missing
C.016numeric3 unique values
0 missing
GATS6vnumeric10 unique values
0 missing
P_VSA_e_2numeric9 unique values
0 missing
C.024numeric4 unique values
0 missing
GATS7inumeric9 unique values
0 missing
P_VSA_e_3numeric6 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS7mnumeric9 unique values
0 missing
P_VSA_e_5numeric5 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS7pnumeric9 unique values
0 missing
P_VSA_e_6numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS7vnumeric9 unique values
0 missing
P_VSA_i_2numeric9 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS8enumeric9 unique values
0 missing
P_VSA_i_3numeric8 unique values
0 missing
C.037numeric2 unique values
0 missing
GATS8inumeric9 unique values
0 missing
P_VSA_i_4numeric6 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS8mnumeric9 unique values
0 missing
P_VSA_LogP_1numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS8pnumeric9 unique values
0 missing
P_VSA_LogP_2numeric4 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS8snumeric9 unique values
0 missing
P_VSA_LogP_3numeric5 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
GATS8vnumeric9 unique values
0 missing
P_VSA_LogP_4numeric6 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GGI1numeric4 unique values
0 missing
P_VSA_LogP_5numeric9 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GGI10numeric2 unique values
0 missing
P_VSA_LogP_6numeric4 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GGI2numeric5 unique values
0 missing
P_VSA_LogP_7numeric6 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GGI3numeric6 unique values
0 missing
P_VSA_LogP_8numeric2 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GGI4numeric8 unique values
0 missing
P_VSA_m_1numeric6 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
GGI5numeric6 unique values
0 missing
P_VSA_m_2numeric9 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GGI6numeric6 unique values
0 missing
P_VSA_m_3numeric6 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
GGI7numeric6 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GGI8numeric8 unique values
0 missing
P_VSA_MR_1numeric6 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GGI9numeric4 unique values
0 missing
P_VSA_MR_2numeric5 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
GMTInumeric8 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GMTIVnumeric10 unique values
0 missing
P_VSA_MR_5numeric5 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
GNarnumeric7 unique values
0 missing
P_VSA_MR_6numeric9 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
H.numeric8 unique values
0 missing
P_VSA_MR_7numeric6 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
H.046numeric3 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
H.047numeric6 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
H.049numeric2 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
H.050numeric2 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
H.052numeric3 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
HDcpxnumeric8 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
HNarnumeric7 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
HVcpxnumeric8 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
Hynumeric7 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
IACnumeric8 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
IC0numeric8 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
IC1numeric8 unique values
0 missing
CENTnumeric8 unique values
0 missing
IC2numeric8 unique values
0 missing
Chi0_AEA.bo.numeric8 unique values
0 missing
IC3numeric8 unique values
0 missing
Chi0_AEA.dm.numeric8 unique values
0 missing
IC4numeric7 unique values
0 missing
Chi0_AEA.ed.numeric8 unique values
0 missing
IC5numeric7 unique values
0 missing
Chi0_AEA.ri.numeric8 unique values
0 missing
ICRnumeric8 unique values
0 missing
Chi0_EAnumeric8 unique values
0 missing
IDDEnumeric7 unique values
0 missing
Chi0_EA.bo.numeric9 unique values
0 missing
IDDMnumeric8 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
IDEnumeric8 unique values
0 missing
Chi0_EA.ed.numeric8 unique values
0 missing
IDETnumeric8 unique values
0 missing
Chi0_EA.ri.numeric9 unique values
0 missing
IDMnumeric7 unique values
0 missing
Chi1_AEA.bo.numeric8 unique values
0 missing
IDMTnumeric8 unique values
0 missing
Chi1_AEA.dm.numeric8 unique values
0 missing
Infective.50numeric2 unique values
0 missing
Chi1_AEA.ed.numeric8 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
Chi1_AEA.ri.numeric8 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Chi1_EAnumeric8 unique values
0 missing
ISIZnumeric6 unique values
0 missing
Chi1_EA.bo.numeric9 unique values
0 missing
IVDEnumeric7 unique values
0 missing
Chi1_EA.ed.numeric8 unique values
0 missing
IVDMnumeric7 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
JGI1numeric8 unique values
0 missing
CIC0numeric8 unique values
0 missing
JGI10numeric2 unique values
0 missing
CIC1numeric8 unique values
0 missing
JGI2numeric7 unique values
0 missing
CIC2numeric8 unique values
0 missing
JGI3numeric7 unique values
0 missing
CIC3numeric8 unique values
0 missing
JGI4numeric7 unique values
0 missing
CIC4numeric7 unique values
0 missing
JGI5numeric6 unique values
0 missing
CIC5numeric7 unique values
0 missing
JGI6numeric7 unique values
0 missing
CIDnumeric7 unique values
0 missing
JGI7numeric7 unique values
0 missing
CMC.50numeric2 unique values
0 missing
JGI8numeric6 unique values
0 missing
CSInumeric7 unique values
0 missing
JGI9numeric7 unique values
0 missing
DBInumeric6 unique values
0 missing
JGTnumeric8 unique values
0 missing
D.Dtr05numeric8 unique values
0 missing
LLS_01numeric3 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
LLS_02numeric2 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
LOCnumeric7 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
LPRSnumeric8 unique values
0 missing
DECCnumeric8 unique values
0 missing
MATS1enumeric8 unique values
0 missing
DELSnumeric9 unique values
0 missing
MATS1inumeric9 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS1mnumeric8 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS1pnumeric8 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS1snumeric9 unique values
0 missing
DLS_02numeric2 unique values
0 missing
MATS1vnumeric8 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS2inumeric9 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MATS2mnumeric8 unique values
0 missing
DLS_consnumeric3 unique values
0 missing
MATS2snumeric8 unique values
0 missing
Dznumeric7 unique values
0 missing
MATS2vnumeric9 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
712
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
711
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
0.3
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
2.46
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
34.79
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.02
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.14
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.47
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
1.41
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
71.2
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.85
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.67
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
9.57
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
1.12
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.28
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.32
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
10
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.89
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
10383.4
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
4.21
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.64
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.16
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.16
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
1.79
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
2650.31
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.07
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.99
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-CHEMBL2995
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2995
0 runs - estimation_procedure: 50 times Clustering
Define a new task