Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL3638 (TID: 100108), and it has 48 rows and 720 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.

722 features

pXC50 (target)numeric48 unique values
0 missing
molecule_id (row identifier)nominal48 unique values
0 missing
Eig01_AEA.dm.numeric6 unique values
0 missing
MATS1vnumeric17 unique values
0 missing
SpDiam_AEA.ed.numeric12 unique values
0 missing
Eig01_AEA.ed.numeric3 unique values
0 missing
MATS2enumeric22 unique values
0 missing
SpMin6_Bh.p.numeric20 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
MATS2inumeric23 unique values
0 missing
GATS2snumeric29 unique values
0 missing
Eig01_EAnumeric5 unique values
0 missing
MATS2mnumeric20 unique values
0 missing
MATS1enumeric16 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
MATS2pnumeric22 unique values
0 missing
MATS2snumeric29 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
SpMax6_Bh.e.numeric33 unique values
0 missing
Eig01_EA.ed.numeric3 unique values
0 missing
MATS3enumeric27 unique values
0 missing
P_VSA_MR_5numeric15 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
MATS3inumeric23 unique values
0 missing
P_VSA_MR_7numeric5 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
MATS3mnumeric26 unique values
0 missing
P_VSA_LogP_4numeric6 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
MATS3pnumeric26 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
MATS3snumeric24 unique values
0 missing
DBInumeric14 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
MATS3vnumeric28 unique values
0 missing
P_VSA_i_3numeric16 unique values
0 missing
Eig02_EAnumeric14 unique values
0 missing
MATS4enumeric26 unique values
0 missing
Eig03_AEA.dm.numeric12 unique values
0 missing
Eig02_EA.bo.numeric15 unique values
0 missing
MATS4inumeric29 unique values
0 missing
BLTA96numeric17 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS4mnumeric32 unique values
0 missing
BLTD48numeric17 unique values
0 missing
Eig02_EA.ed.numeric13 unique values
0 missing
MATS4pnumeric27 unique values
0 missing
BLTF96numeric17 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
MATS4snumeric30 unique values
0 missing
MLOGPnumeric17 unique values
0 missing
Eig03_AEA.bo.numeric19 unique values
0 missing
MATS4vnumeric31 unique values
0 missing
MLOGP2numeric17 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
MATS5enumeric29 unique values
0 missing
ATS5snumeric33 unique values
0 missing
Eig03_AEA.ri.numeric25 unique values
0 missing
MATS5inumeric32 unique values
0 missing
H.049numeric3 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
MATS5mnumeric28 unique values
0 missing
SpMin4_Bh.p.numeric26 unique values
0 missing
Eig03_EA.bo.numeric21 unique values
0 missing
MATS5pnumeric31 unique values
0 missing
ALOGPnumeric23 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS5snumeric33 unique values
0 missing
ALOGP2numeric23 unique values
0 missing
Eig03_EA.ed.numeric23 unique values
0 missing
MATS5vnumeric31 unique values
0 missing
ATS5mnumeric32 unique values
0 missing
Eig03_EA.ri.numeric26 unique values
0 missing
MATS6enumeric34 unique values
0 missing
ATS7enumeric33 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
MATS6inumeric33 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
MATS6mnumeric29 unique values
0 missing
ATS7vnumeric33 unique values
0 missing
Eig04_AEA.ri.numeric29 unique values
0 missing
MATS6pnumeric31 unique values
0 missing
ATS8pnumeric33 unique values
0 missing
Eig04_EAnumeric22 unique values
0 missing
MATS6snumeric32 unique values
0 missing
ATS8vnumeric33 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
MATS6vnumeric34 unique values
0 missing
SpMax5_Bh.e.numeric28 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
MATS7enumeric33 unique values
0 missing
SpMax5_Bh.m.numeric29 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MATS7inumeric32 unique values
0 missing
SpMax6_Bh.m.numeric33 unique values
0 missing
Eig04_EA.ri.numeric31 unique values
0 missing
MATS7mnumeric30 unique values
0 missing
SpMax6_Bh.p.numeric33 unique values
0 missing
Eig05_AEA.bo.numeric24 unique values
0 missing
MATS7pnumeric33 unique values
0 missing
SpMax6_Bh.v.numeric30 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
MATS7snumeric33 unique values
0 missing
SpMin3_Bh.m.numeric19 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
MATS7vnumeric31 unique values
0 missing
SpMin4_Bh.e.numeric29 unique values
0 missing
Eig05_AEA.ri.numeric28 unique values
0 missing
MATS8enumeric32 unique values
0 missing
SpMin4_Bh.i.numeric28 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
MATS8inumeric32 unique values
0 missing
SpMin6_Bh.i.numeric24 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
MATS8mnumeric33 unique values
0 missing
X1Kupnumeric25 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS8pnumeric32 unique values
0 missing
X1MulPernumeric29 unique values
0 missing
Eig05_EA.ed.numeric19 unique values
0 missing
MATS8snumeric32 unique values
0 missing
X1Pernumeric31 unique values
0 missing
Eig05_EA.ri.numeric28 unique values
0 missing
MATS8vnumeric33 unique values
0 missing
X1vnumeric25 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
MAXDNnumeric33 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
MAXDPnumeric33 unique values
0 missing
AACnumeric17 unique values
0 missing
Eig06_AEA.ed.numeric13 unique values
0 missing
MCDnumeric15 unique values
0 missing
AECCnumeric23 unique values
0 missing
Eig06_AEA.ri.numeric27 unique values
0 missing
MDDDnumeric22 unique values
0 missing
AMRnumeric23 unique values
0 missing
Eig06_EAnumeric19 unique values
0 missing
Menumeric16 unique values
0 missing
AMWnumeric17 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
Minumeric14 unique values
0 missing
ARRnumeric14 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
Mpnumeric16 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig06_EA.ri.numeric25 unique values
0 missing
MPC01numeric9 unique values
0 missing
ATS1inumeric17 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
MPC02numeric12 unique values
0 missing
ATS1mnumeric17 unique values
0 missing
Eig07_AEA.dm.numeric23 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
MPC04numeric20 unique values
0 missing
ATS1snumeric24 unique values
0 missing
Eig07_AEA.ri.numeric18 unique values
0 missing
MPC05numeric18 unique values
0 missing
ATS1vnumeric17 unique values
0 missing
Eig07_EAnumeric15 unique values
0 missing
MPC06numeric19 unique values
0 missing
ATS2enumeric18 unique values
0 missing
Eig07_EA.bo.numeric21 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATS2inumeric20 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
MPC08numeric19 unique values
0 missing
ATS2mnumeric23 unique values
0 missing
Eig07_EA.ri.numeric18 unique values
0 missing
MPC09numeric20 unique values
0 missing
ATS2pnumeric23 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
MPC10numeric21 unique values
0 missing
ATS2snumeric28 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
MSDnumeric21 unique values
0 missing
ATS2vnumeric21 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
Mvnumeric16 unique values
0 missing
ATS3enumeric23 unique values
0 missing
Eig08_AEA.ri.numeric19 unique values
0 missing
MWnumeric17 unique values
0 missing
ATS3inumeric24 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
MWC01numeric9 unique values
0 missing
ATS3mnumeric27 unique values
0 missing
Eig08_EA.bo.numeric19 unique values
0 missing
MWC02numeric12 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig08_EA.ed.numeric16 unique values
0 missing
MWC03numeric17 unique values
0 missing
ATS3snumeric32 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
MWC04numeric21 unique values
0 missing
ATS3vnumeric27 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
MWC05numeric21 unique values
0 missing
ATS4enumeric30 unique values
0 missing
Eig09_AEA.dm.numeric14 unique values
0 missing
MWC06numeric22 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
MWC07numeric23 unique values
0 missing
ATS4mnumeric32 unique values
0 missing
Eig09_AEA.ri.numeric23 unique values
0 missing
MWC08numeric23 unique values
0 missing
ATS4pnumeric30 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
MWC09numeric23 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
MWC10numeric23 unique values
0 missing
ATS4vnumeric32 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
N.numeric12 unique values
0 missing
ATS5enumeric30 unique values
0 missing
Eig09_EA.ri.numeric22 unique values
0 missing
N.071numeric3 unique values
0 missing
ATS5inumeric34 unique values
0 missing
Eig10_AEA.bo.numeric15 unique values
0 missing
N.073numeric2 unique values
0 missing
ATS5pnumeric34 unique values
0 missing
Eig10_AEA.dm.numeric15 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS5vnumeric32 unique values
0 missing
Eig10_AEA.ed.numeric21 unique values
0 missing
N.076numeric3 unique values
0 missing
ATS6enumeric34 unique values
0 missing
Eig10_AEA.ri.numeric16 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATS6inumeric34 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATS6mnumeric33 unique values
0 missing
Eig10_EA.bo.numeric13 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
Eig10_EA.ed.numeric14 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATS6snumeric34 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATS6vnumeric33 unique values
0 missing
Eig11_AEA.bo.numeric15 unique values
0 missing
nABnumeric7 unique values
0 missing
ATS7inumeric32 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATS7mnumeric34 unique values
0 missing
Eig11_AEA.ed.numeric14 unique values
0 missing
nArNO2numeric3 unique values
0 missing
ATS7snumeric30 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
nArNR2numeric3 unique values
0 missing
ATS8enumeric34 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATS8inumeric32 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
nATnumeric14 unique values
0 missing
ATS8mnumeric33 unique values
0 missing
Eig11_EA.ed.numeric13 unique values
0 missing
nBMnumeric9 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig11_EA.ri.numeric13 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig12_AEA.bo.numeric16 unique values
0 missing
nBOnumeric9 unique values
0 missing
ATSC1inumeric17 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
nBTnumeric14 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
nCnumeric8 unique values
0 missing
ATSC1pnumeric17 unique values
0 missing
Eig12_AEA.ri.numeric15 unique values
0 missing
nCarnumeric8 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
Eig12_EAnumeric12 unique values
0 missing
nCb.numeric3 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
Eig12_EA.bo.numeric14 unique values
0 missing
nCbHnumeric3 unique values
0 missing
ATSC2enumeric21 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
nCconjnumeric4 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC2mnumeric23 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
nCIRnumeric4 unique values
0 missing
ATSC2pnumeric23 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
nCpnumeric5 unique values
0 missing
ATSC2snumeric32 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
nCqnumeric3 unique values
0 missing
ATSC2vnumeric23 unique values
0 missing
Eig13_AEA.ri.numeric17 unique values
0 missing
nCrqnumeric3 unique values
0 missing
ATSC3enumeric28 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
nCrsnumeric3 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
nCrtnumeric3 unique values
0 missing
ATSC3mnumeric28 unique values
0 missing
Eig13_EA.ed.numeric16 unique values
0 missing
nCsnumeric5 unique values
0 missing
ATSC3pnumeric28 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
nCsp2numeric7 unique values
0 missing
ATSC3snumeric34 unique values
0 missing
Eig14_AEA.bo.numeric12 unique values
0 missing
nCsp3numeric11 unique values
0 missing
ATSC3vnumeric28 unique values
0 missing
Eig14_AEA.dm.numeric11 unique values
0 missing
nCtnumeric4 unique values
0 missing
ATSC4enumeric33 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
nDBnumeric3 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
Eig14_AEA.ri.numeric19 unique values
0 missing
NdCH2numeric2 unique values
0 missing
ATSC4mnumeric33 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
NddsNnumeric3 unique values
0 missing
ATSC4pnumeric33 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
NdOnumeric4 unique values
0 missing
ATSC4snumeric34 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
ATSC4vnumeric33 unique values
0 missing
Eig14_EA.ri.numeric19 unique values
0 missing
NdssCnumeric3 unique values
0 missing
ATSC5enumeric34 unique values
0 missing
Eig15_AEA.bo.numeric14 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC5inumeric33 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC5mnumeric34 unique values
0 missing
Eig15_AEA.ed.numeric15 unique values
0 missing
nHnumeric14 unique values
0 missing
ATSC5pnumeric34 unique values
0 missing
Eig15_AEA.ri.numeric21 unique values
0 missing
nHAccnumeric6 unique values
0 missing
ATSC5snumeric34 unique values
0 missing
Eig15_EAnumeric13 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC5vnumeric34 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
nHetnumeric5 unique values
0 missing
ATSC6enumeric33 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
nNnumeric3 unique values
0 missing
ATSC6inumeric34 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
NNRSnumeric4 unique values
0 missing
ATSC6mnumeric34 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
nOnumeric6 unique values
0 missing
ATSC6pnumeric34 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
nOHpnumeric2 unique values
0 missing
ATSC6snumeric34 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
nOHsnumeric2 unique values
0 missing
ATSC6vnumeric34 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
nOHtnumeric2 unique values
0 missing
ATSC7enumeric33 unique values
0 missing
Eta_betanumeric15 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
ATSC7inumeric34 unique values
0 missing
Eta_beta_Anumeric17 unique values
0 missing
nPyrrolesnumeric2 unique values
0 missing
ATSC7mnumeric34 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
nR05numeric3 unique values
0 missing
ATSC7pnumeric34 unique values
0 missing
Eta_betaP_Anumeric17 unique values
0 missing
nR06numeric3 unique values
0 missing
ATSC7snumeric34 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
nR09numeric2 unique values
0 missing
ATSC7vnumeric34 unique values
0 missing
Eta_betaS_Anumeric14 unique values
0 missing
nR10numeric2 unique values
0 missing
ATSC8enumeric34 unique values
0 missing
Eta_Cnumeric34 unique values
0 missing
nRCHOnumeric2 unique values
0 missing
ATSC8inumeric34 unique values
0 missing
Eta_C_Anumeric29 unique values
0 missing
nRCOORnumeric3 unique values
0 missing
ATSC8mnumeric34 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
ATSC8pnumeric34 unique values
0 missing
Eta_epsi_Anumeric17 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
ATSC8snumeric34 unique values
0 missing
Eta_Fnumeric34 unique values
0 missing
nR.Ctnumeric3 unique values
0 missing
ATSC8vnumeric34 unique values
0 missing
Eta_F_Anumeric33 unique values
0 missing
nROHnumeric2 unique values
0 missing
BBInumeric12 unique values
0 missing
Eta_FLnumeric26 unique values
0 missing
NRSnumeric3 unique values
0 missing
BIC0numeric15 unique values
0 missing
Eta_FL_Anumeric16 unique values
0 missing
NsCH3numeric7 unique values
0 missing
BIC1numeric21 unique values
0 missing
Eta_Lnumeric26 unique values
0 missing
nSKnumeric8 unique values
0 missing
BIC2numeric26 unique values
0 missing
Eta_L_Anumeric17 unique values
0 missing
NsOHnumeric2 unique values
0 missing
BIC3numeric26 unique values
0 missing
Eta_sh_pnumeric17 unique values
0 missing
NssCH2numeric5 unique values
0 missing
BIC4numeric23 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
NssOnumeric4 unique values
0 missing
BIC5numeric21 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
BIDnumeric9 unique values
0 missing
GATS1enumeric16 unique values
0 missing
NsssNnumeric3 unique values
0 missing
BLInumeric23 unique values
0 missing
GATS1inumeric16 unique values
0 missing
NssssCnumeric3 unique values
0 missing
C.numeric16 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
O.numeric15 unique values
0 missing
C.001numeric5 unique values
0 missing
GATS1pnumeric17 unique values
0 missing
O.056numeric2 unique values
0 missing
C.002numeric5 unique values
0 missing
GATS1snumeric23 unique values
0 missing
O.058numeric2 unique values
0 missing
C.003numeric4 unique values
0 missing
GATS1vnumeric17 unique values
0 missing
O.060numeric4 unique values
0 missing
C.004numeric3 unique values
0 missing
GATS2enumeric21 unique values
0 missing
O.061numeric3 unique values
0 missing
C.005numeric5 unique values
0 missing
GATS2inumeric23 unique values
0 missing
ON0numeric13 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS2mnumeric20 unique values
0 missing
ON0Vnumeric17 unique values
0 missing
C.015numeric2 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
ON1numeric12 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS2vnumeric23 unique values
0 missing
ON1Vnumeric25 unique values
0 missing
C.017numeric3 unique values
0 missing
GATS3enumeric25 unique values
0 missing
PCDnumeric25 unique values
0 missing
C.024numeric10 unique values
0 missing
GATS3inumeric28 unique values
0 missing
PCRnumeric25 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS3mnumeric28 unique values
0 missing
PDInumeric14 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS3pnumeric28 unique values
0 missing
PHInumeric17 unique values
0 missing
C.027numeric3 unique values
0 missing
GATS3snumeric30 unique values
0 missing
piIDnumeric25 unique values
0 missing
C.028numeric3 unique values
0 missing
GATS3vnumeric26 unique values
0 missing
piPC01numeric14 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS4enumeric33 unique values
0 missing
piPC02numeric16 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS4inumeric31 unique values
0 missing
piPC03numeric19 unique values
0 missing
C.036numeric2 unique values
0 missing
GATS4mnumeric31 unique values
0 missing
piPC04numeric23 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS4pnumeric31 unique values
0 missing
piPC05numeric24 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS4snumeric32 unique values
0 missing
piPC06numeric24 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
GATS4vnumeric30 unique values
0 missing
piPC07numeric25 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
GATS5enumeric32 unique values
0 missing
piPC08numeric25 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
GATS5inumeric33 unique values
0 missing
piPC09numeric25 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS5mnumeric31 unique values
0 missing
piPC10numeric24 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS5pnumeric31 unique values
0 missing
PJI2numeric3 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS5snumeric33 unique values
0 missing
Polnumeric13 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
GATS5vnumeric31 unique values
0 missing
Psi_e_0numeric32 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS6enumeric34 unique values
0 missing
Psi_e_1numeric32 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS6inumeric31 unique values
0 missing
Psi_e_Anumeric17 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS6mnumeric33 unique values
0 missing
Psi_i_0numeric17 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS6pnumeric32 unique values
0 missing
Psi_i_1numeric25 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
GATS6snumeric34 unique values
0 missing
Psi_i_Anumeric17 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS6vnumeric31 unique values
0 missing
Psi_i_snumeric17 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS7enumeric34 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS7inumeric33 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
GATS7mnumeric32 unique values
0 missing
P_VSA_e_1numeric14 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS7pnumeric33 unique values
0 missing
P_VSA_e_2numeric17 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
GATS7snumeric34 unique values
0 missing
P_VSA_e_3numeric9 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS7vnumeric29 unique values
0 missing
P_VSA_e_5numeric7 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
GATS8enumeric33 unique values
0 missing
P_VSA_i_2numeric17 unique values
0 missing
CATS2D_05_LLnumeric11 unique values
0 missing
GATS8inumeric32 unique values
0 missing
P_VSA_i_4numeric9 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS8mnumeric34 unique values
0 missing
P_VSA_LogP_1numeric14 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS8pnumeric34 unique values
0 missing
P_VSA_LogP_2numeric5 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS8snumeric33 unique values
0 missing
P_VSA_LogP_3numeric11 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS8vnumeric32 unique values
0 missing
P_VSA_LogP_5numeric21 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
GGI1numeric9 unique values
0 missing
P_VSA_LogP_6numeric2 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GGI10numeric19 unique values
0 missing
P_VSA_LogP_7numeric17 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GGI2numeric10 unique values
0 missing
P_VSA_LogP_8numeric3 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GGI3numeric18 unique values
0 missing
P_VSA_m_1numeric14 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GGI4numeric17 unique values
0 missing
P_VSA_m_2numeric17 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GGI5numeric22 unique values
0 missing
P_VSA_m_3numeric7 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GGI6numeric21 unique values
0 missing
P_VSA_MR_1numeric14 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
GGI7numeric22 unique values
0 missing
P_VSA_MR_2numeric4 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GGI8numeric19 unique values
0 missing
P_VSA_MR_3numeric4 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GGI9numeric22 unique values
0 missing
P_VSA_MR_6numeric21 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GMTInumeric19 unique values
0 missing
P_VSA_p_1numeric14 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GMTIVnumeric34 unique values
0 missing
P_VSA_p_2numeric12 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
GNarnumeric14 unique values
0 missing
P_VSA_p_3numeric17 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
H.numeric17 unique values
0 missing
P_VSA_s_2numeric14 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
H.046numeric5 unique values
0 missing
P_VSA_s_3numeric18 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
H.047numeric16 unique values
0 missing
P_VSA_s_4numeric23 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
H.048numeric2 unique values
0 missing
P_VSA_s_6numeric9 unique values
0 missing
CENTnumeric19 unique values
0 missing
H.050numeric2 unique values
0 missing
Chi0_AEA.bo.numeric17 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_AEA.dm.numeric17 unique values
0 missing
H.052numeric3 unique values
0 missing
Chi0_AEA.ed.numeric17 unique values
0 missing
HDcpxnumeric17 unique values
0 missing
Chi0_AEA.ri.numeric17 unique values
0 missing
HNarnumeric14 unique values
0 missing
Chi0_EAnumeric17 unique values
0 missing
HVcpxnumeric23 unique values
0 missing
Chi0_EA.bo.numeric19 unique values
0 missing
Hynumeric13 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi0_EA.ed.numeric23 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EA.ri.numeric28 unique values
0 missing
IACnumeric17 unique values
0 missing
Chi1_AEA.bo.numeric19 unique values
0 missing
IC0numeric17 unique values
0 missing
Chi1_AEA.dm.numeric19 unique values
0 missing
IC1numeric22 unique values
0 missing
Chi1_AEA.ed.numeric19 unique values
0 missing
IC2numeric29 unique values
0 missing
Chi1_AEA.ri.numeric19 unique values
0 missing
IC3numeric30 unique values
0 missing
Chi1_EAnumeric19 unique values
0 missing
IC4numeric24 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
IC5numeric22 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
ICRnumeric21 unique values
0 missing
Chi1_EA.ed.numeric23 unique values
0 missing
IDDEnumeric15 unique values
0 missing
Chi1_EA.ri.numeric33 unique values
0 missing
IDDMnumeric18 unique values
0 missing
CIC0numeric17 unique values
0 missing
IDEnumeric20 unique values
0 missing
CIC1numeric23 unique values
0 missing
IDETnumeric23 unique values
0 missing
CIC2numeric30 unique values
0 missing
IDMnumeric20 unique values
0 missing
CIC3numeric30 unique values
0 missing
IDMTnumeric23 unique values
0 missing
CIC4numeric23 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC5numeric21 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIDnumeric14 unique values
0 missing
ISIZnumeric14 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDEnumeric14 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDMnumeric14 unique values
0 missing
CSInumeric23 unique values
0 missing
JGI1numeric14 unique values
0 missing
D.Dtr05numeric23 unique values
0 missing
JGI10numeric7 unique values
0 missing
D.Dtr06numeric20 unique values
0 missing
JGI2numeric15 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
JGI3numeric14 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
JGI4numeric11 unique values
0 missing
DECCnumeric22 unique values
0 missing
JGI5numeric11 unique values
0 missing
DELSnumeric34 unique values
0 missing
JGI6numeric8 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI7numeric8 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI8numeric5 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI9numeric7 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGTnumeric20 unique values
0 missing
DLS_04numeric4 unique values
0 missing
LLS_01numeric2 unique values
0 missing
DLS_05numeric3 unique values
0 missing
LLS_02numeric3 unique values
0 missing
DLS_06numeric2 unique values
0 missing
LOCnumeric15 unique values
0 missing
DLS_07numeric2 unique values
0 missing
LPRSnumeric23 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
MATS1inumeric17 unique values
0 missing
Dznumeric12 unique values
0 missing
MATS1mnumeric15 unique values
0 missing
ECCnumeric21 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
MATS1snumeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
48
Number of instances (rows) of the dataset.
NumberOfFeatures
722
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
721
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
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.
Dimensionality
15.04
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.78
Second quartile (Median) of kurtosis 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.
MeanSkewnessOfNumericAtts
0.77
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.27
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
28.99
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.37
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
48
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.62
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
34043.25
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
5.61
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
6.18
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.93
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
6.93
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
1.76
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9200.45
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.58
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.09
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.84
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
4.18
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
114.34
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.32
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.46
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.11
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3638
0 runs - estimation_procedure: 50 times Clustering
Define a new task