Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL1958 (TID: 241), and it has 15 rows and 708 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.

710 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal15 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
MATS6mnumeric15 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
Eig03_EA.ri.numeric14 unique values
0 missing
MATS6pnumeric15 unique values
0 missing
GATS4enumeric15 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
MATS6snumeric14 unique values
0 missing
MATS5inumeric15 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
MATS6vnumeric15 unique values
0 missing
P_VSA_LogP_4numeric5 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
MATS7enumeric15 unique values
0 missing
SpDiam_AEA.dm.numeric13 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
MATS7inumeric15 unique values
0 missing
SpMax_AEA.dm.numeric13 unique values
0 missing
Eig04_EAnumeric12 unique values
0 missing
MATS7mnumeric15 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
MATS7pnumeric15 unique values
0 missing
MATS1inumeric13 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
MATS7snumeric15 unique values
0 missing
GATS4snumeric15 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
MATS7vnumeric15 unique values
0 missing
GATS6enumeric15 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
MATS8enumeric14 unique values
0 missing
GATS8mnumeric15 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
MATS8inumeric15 unique values
0 missing
MATS8mnumeric15 unique values
0 missing
Eig05_AEA.dm.numeric14 unique values
0 missing
MATS8pnumeric15 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
MATS8snumeric14 unique values
0 missing
MATS3inumeric15 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
MATS8vnumeric14 unique values
0 missing
MATS3vnumeric14 unique values
0 missing
Eig05_EAnumeric13 unique values
0 missing
MAXDNnumeric14 unique values
0 missing
SpDiam_EA.ed.numeric9 unique values
0 missing
Eig05_EA.bo.numeric13 unique values
0 missing
MAXDPnumeric15 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
MCDnumeric12 unique values
0 missing
AACnumeric15 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
MDDDnumeric13 unique values
0 missing
AECCnumeric13 unique values
0 missing
Eig05_EA.ri.numeric14 unique values
0 missing
Menumeric11 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
Minumeric11 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
Eig06_AEA.dm.numeric14 unique values
0 missing
MLOGPnumeric13 unique values
0 missing
AMRnumeric15 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
MLOGP2numeric13 unique values
0 missing
AMWnumeric15 unique values
0 missing
Eig06_AEA.ri.numeric15 unique values
0 missing
Mpnumeric15 unique values
0 missing
ARRnumeric6 unique values
0 missing
Eig06_EAnumeric13 unique values
0 missing
MPC01numeric9 unique values
0 missing
ATS1enumeric15 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
MPC02numeric11 unique values
0 missing
ATS1inumeric14 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MPC03numeric9 unique values
0 missing
ATS1mnumeric15 unique values
0 missing
Eig06_EA.ed.numeric13 unique values
0 missing
MPC04numeric10 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
Eig06_EA.ri.numeric14 unique values
0 missing
MPC05numeric12 unique values
0 missing
ATS1snumeric15 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
MPC06numeric11 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
MPC07numeric12 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
MPC08numeric13 unique values
0 missing
ATS2inumeric15 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
MPC09numeric12 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
Eig07_EAnumeric12 unique values
0 missing
MPC10numeric13 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
MSDnumeric13 unique values
0 missing
ATS2snumeric15 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
Mvnumeric15 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
MWnumeric15 unique values
0 missing
ATS3enumeric15 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
MWC01numeric9 unique values
0 missing
ATS3inumeric15 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
MWC02numeric12 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
MWC03numeric13 unique values
0 missing
ATS3pnumeric15 unique values
0 missing
Eig08_AEA.ri.numeric14 unique values
0 missing
MWC04numeric13 unique values
0 missing
ATS3snumeric15 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
MWC05numeric12 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
MWC06numeric13 unique values
0 missing
ATS4enumeric15 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
MWC07numeric13 unique values
0 missing
ATS4inumeric15 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
MWC08numeric13 unique values
0 missing
ATS4mnumeric15 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
MWC09numeric13 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
MWC10numeric13 unique values
0 missing
ATS4snumeric15 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
N.numeric9 unique values
0 missing
ATS4vnumeric15 unique values
0 missing
Eig09_AEA.ri.numeric13 unique values
0 missing
N.067numeric2 unique values
0 missing
ATS5enumeric14 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
N.072numeric3 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
Eig09_EA.ed.numeric12 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
Eig09_EA.ri.numeric13 unique values
0 missing
nABnumeric3 unique values
0 missing
ATS5snumeric15 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATS5vnumeric15 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
nATnumeric12 unique values
0 missing
ATS6enumeric15 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
nBMnumeric3 unique values
0 missing
ATS6inumeric15 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
nBOnumeric9 unique values
0 missing
ATS6pnumeric15 unique values
0 missing
Eig10_EA.bo.numeric11 unique values
0 missing
nBTnumeric11 unique values
0 missing
ATS6snumeric15 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
nCnumeric10 unique values
0 missing
ATS6vnumeric15 unique values
0 missing
Eig10_EA.ri.numeric15 unique values
0 missing
nCarnumeric3 unique values
0 missing
ATS7enumeric15 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATS7inumeric15 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
nCbHnumeric6 unique values
0 missing
ATS7mnumeric15 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
nCconjXnumeric2 unique values
0 missing
ATS7pnumeric15 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
nCICnumeric4 unique values
0 missing
ATS7snumeric15 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
nCIRnumeric4 unique values
0 missing
ATS7vnumeric15 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATS8enumeric15 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
nCpnumeric7 unique values
0 missing
ATS8inumeric15 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
nCqnumeric3 unique values
0 missing
ATS8mnumeric15 unique values
0 missing
Eig12_AEA.bo.numeric12 unique values
0 missing
nCrsnumeric4 unique values
0 missing
ATS8pnumeric15 unique values
0 missing
Eig12_AEA.dm.numeric9 unique values
0 missing
nCrtnumeric2 unique values
0 missing
ATS8snumeric15 unique values
0 missing
Eig12_AEA.ed.numeric13 unique values
0 missing
nCRX3numeric3 unique values
0 missing
ATS8vnumeric15 unique values
0 missing
Eig12_AEA.ri.numeric15 unique values
0 missing
nCsnumeric4 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
nCsp2numeric3 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
nCsp3numeric9 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
nCtnumeric3 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
Eig12_EA.ri.numeric15 unique values
0 missing
nCXr.numeric2 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
Eig13_AEA.dm.numeric13 unique values
0 missing
NdssCnumeric3 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
Eig13_AEA.ed.numeric12 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
Eig13_EAnumeric12 unique values
0 missing
nFnumeric3 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
nHnumeric10 unique values
0 missing
ATSC2snumeric15 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
nHAccnumeric4 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
Eig13_EA.ri.numeric12 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
Eig14_AEA.bo.numeric12 unique values
0 missing
nHetnumeric6 unique values
0 missing
ATSC3mnumeric15 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATSC3pnumeric15 unique values
0 missing
Eig14_AEA.ed.numeric13 unique values
0 missing
nNnumeric2 unique values
0 missing
ATSC3snumeric15 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
NNRSnumeric4 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
nOnumeric2 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
nR05numeric2 unique values
0 missing
ATSC4inumeric15 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
nR06numeric4 unique values
0 missing
ATSC4mnumeric15 unique values
0 missing
Eig14_EA.ri.numeric12 unique values
0 missing
nR08numeric2 unique values
0 missing
ATSC4pnumeric15 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
nRCOnumeric2 unique values
0 missing
ATSC4snumeric15 unique values
0 missing
Eig15_AEA.dm.numeric10 unique values
0 missing
nRCONHRnumeric3 unique values
0 missing
ATSC4vnumeric15 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
ATSC5inumeric15 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
ATSC5mnumeric15 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
ATSC5pnumeric15 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
ATSC5snumeric15 unique values
0 missing
Eig15_EA.ri.numeric14 unique values
0 missing
nRORnumeric2 unique values
0 missing
ATSC5vnumeric15 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
NRSnumeric3 unique values
0 missing
ATSC6enumeric15 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
NsCH3numeric5 unique values
0 missing
ATSC6inumeric15 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
NsClnumeric3 unique values
0 missing
ATSC6mnumeric15 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
NsFnumeric3 unique values
0 missing
ATSC6pnumeric15 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
nSKnumeric9 unique values
0 missing
ATSC6snumeric15 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
NssCH2numeric6 unique values
0 missing
ATSC6vnumeric15 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
NssNHnumeric2 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
Eta_betaP_Anumeric12 unique values
0 missing
NssOnumeric2 unique values
0 missing
ATSC7inumeric15 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
ATSC7mnumeric15 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
NsssNnumeric2 unique values
0 missing
ATSC7pnumeric15 unique values
0 missing
Eta_Cnumeric15 unique values
0 missing
NssssCnumeric3 unique values
0 missing
ATSC7snumeric15 unique values
0 missing
Eta_C_Anumeric15 unique values
0 missing
nXnumeric6 unique values
0 missing
ATSC7vnumeric15 unique values
0 missing
Eta_epsinumeric15 unique values
0 missing
O.numeric10 unique values
0 missing
ATSC8enumeric15 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
O.059numeric2 unique values
0 missing
ATSC8inumeric15 unique values
0 missing
Eta_Fnumeric15 unique values
0 missing
O.060numeric2 unique values
0 missing
ATSC8mnumeric15 unique values
0 missing
Eta_F_Anumeric15 unique values
0 missing
ON0numeric11 unique values
0 missing
ATSC8pnumeric15 unique values
0 missing
Eta_FLnumeric15 unique values
0 missing
ON0Vnumeric14 unique values
0 missing
ATSC8snumeric15 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
ON1numeric13 unique values
0 missing
ATSC8vnumeric15 unique values
0 missing
Eta_Lnumeric15 unique values
0 missing
ON1Vnumeric15 unique values
0 missing
BACnumeric8 unique values
0 missing
Eta_L_Anumeric13 unique values
0 missing
PCDnumeric13 unique values
0 missing
BBInumeric11 unique values
0 missing
Eta_sh_pnumeric15 unique values
0 missing
PCRnumeric13 unique values
0 missing
BIC0numeric13 unique values
0 missing
Eta_sh_xnumeric12 unique values
0 missing
PDInumeric14 unique values
0 missing
BIC1numeric15 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
PHInumeric15 unique values
0 missing
BIC2numeric15 unique values
0 missing
F.083numeric3 unique values
0 missing
piIDnumeric13 unique values
0 missing
BIC3numeric14 unique values
0 missing
GATS1enumeric14 unique values
0 missing
piPC01numeric10 unique values
0 missing
BIC4numeric13 unique values
0 missing
GATS1inumeric15 unique values
0 missing
piPC02numeric12 unique values
0 missing
BIC5numeric13 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
piPC03numeric12 unique values
0 missing
BIDnumeric10 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
piPC04numeric13 unique values
0 missing
BLInumeric14 unique values
0 missing
GATS1snumeric15 unique values
0 missing
piPC05numeric13 unique values
0 missing
BLTA96numeric13 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
piPC06numeric13 unique values
0 missing
BLTD48numeric13 unique values
0 missing
GATS2enumeric14 unique values
0 missing
piPC07numeric13 unique values
0 missing
BLTF96numeric12 unique values
0 missing
GATS2inumeric13 unique values
0 missing
piPC08numeric13 unique values
0 missing
C.numeric13 unique values
0 missing
GATS2mnumeric15 unique values
0 missing
piPC09numeric13 unique values
0 missing
C.001numeric5 unique values
0 missing
GATS2pnumeric15 unique values
0 missing
piPC10numeric13 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS2snumeric15 unique values
0 missing
PJI2numeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS2vnumeric14 unique values
0 missing
Polnumeric10 unique values
0 missing
C.004numeric3 unique values
0 missing
GATS3enumeric14 unique values
0 missing
Psi_e_0numeric15 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS3inumeric15 unique values
0 missing
Psi_e_1numeric15 unique values
0 missing
C.006numeric4 unique values
0 missing
GATS3mnumeric15 unique values
0 missing
Psi_e_Anumeric15 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS3pnumeric15 unique values
0 missing
Psi_i_0numeric15 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS3snumeric15 unique values
0 missing
Psi_i_1numeric15 unique values
0 missing
C.013numeric3 unique values
0 missing
GATS3vnumeric15 unique values
0 missing
Psi_i_Anumeric15 unique values
0 missing
C.016numeric3 unique values
0 missing
GATS4inumeric15 unique values
0 missing
Psi_i_snumeric15 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS4mnumeric15 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
C.019numeric3 unique values
0 missing
GATS4pnumeric14 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS4vnumeric15 unique values
0 missing
P_VSA_e_1numeric11 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS5enumeric15 unique values
0 missing
P_VSA_e_2numeric15 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS5inumeric13 unique values
0 missing
P_VSA_e_3numeric3 unique values
0 missing
C.038numeric2 unique values
0 missing
GATS5mnumeric15 unique values
0 missing
P_VSA_e_4numeric3 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS5pnumeric15 unique values
0 missing
P_VSA_e_5numeric2 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
GATS5snumeric14 unique values
0 missing
P_VSA_e_6numeric3 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS5vnumeric15 unique values
0 missing
P_VSA_i_2numeric15 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS6inumeric15 unique values
0 missing
P_VSA_i_3numeric14 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS6mnumeric15 unique values
0 missing
P_VSA_i_4numeric5 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS6pnumeric13 unique values
0 missing
P_VSA_LogP_1numeric6 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS6snumeric15 unique values
0 missing
P_VSA_LogP_2numeric8 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS6vnumeric15 unique values
0 missing
P_VSA_LogP_3numeric7 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS7enumeric15 unique values
0 missing
P_VSA_LogP_5numeric11 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
GATS7inumeric15 unique values
0 missing
P_VSA_LogP_7numeric11 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
GATS7mnumeric15 unique values
0 missing
P_VSA_LogP_8numeric6 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS7pnumeric15 unique values
0 missing
P_VSA_m_1numeric11 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS7snumeric15 unique values
0 missing
P_VSA_m_2numeric15 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS7vnumeric15 unique values
0 missing
P_VSA_m_3numeric4 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS8enumeric15 unique values
0 missing
P_VSA_m_4numeric3 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS8inumeric15 unique values
0 missing
P_VSA_MR_1numeric10 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS8pnumeric15 unique values
0 missing
P_VSA_MR_2numeric9 unique values
0 missing
CATS2D_05_LLnumeric11 unique values
0 missing
GATS8snumeric15 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
GATS8vnumeric14 unique values
0 missing
P_VSA_MR_5numeric13 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GGI1numeric9 unique values
0 missing
P_VSA_MR_6numeric11 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GGI10numeric12 unique values
0 missing
P_VSA_MR_7numeric7 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GGI2numeric9 unique values
0 missing
P_VSA_p_1numeric13 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GGI3numeric12 unique values
0 missing
P_VSA_p_2numeric4 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GGI4numeric12 unique values
0 missing
P_VSA_p_3numeric15 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GGI5numeric12 unique values
0 missing
P_VSA_s_2numeric13 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
GGI6numeric13 unique values
0 missing
P_VSA_s_3numeric14 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
GGI7numeric13 unique values
0 missing
P_VSA_s_4numeric15 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
GGI8numeric12 unique values
0 missing
P_VSA_s_5numeric2 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GGI9numeric13 unique values
0 missing
P_VSA_s_6numeric7 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
GMTInumeric13 unique values
0 missing
P_VSA_v_1numeric11 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GMTIVnumeric15 unique values
0 missing
P_VSA_v_2numeric6 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GNarnumeric11 unique values
0 missing
P_VSA_v_3numeric15 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
H.numeric14 unique values
0 missing
PW2numeric12 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
H.046numeric8 unique values
0 missing
PW3numeric11 unique values
0 missing
CENTnumeric13 unique values
0 missing
H.047numeric9 unique values
0 missing
PW4numeric12 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
H.050numeric2 unique values
0 missing
PW5numeric11 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
H.051numeric2 unique values
0 missing
Qindexnumeric9 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
H.052numeric5 unique values
0 missing
Ramnumeric8 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
HDcpxnumeric12 unique values
0 missing
RBFnumeric11 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
HNarnumeric12 unique values
0 missing
RBNnumeric4 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
HVcpxnumeric13 unique values
0 missing
Rbridnumeric2 unique values
0 missing
Chi0_EA.dm.numeric15 unique values
0 missing
Hynumeric14 unique values
0 missing
RCInumeric5 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
RDCHInumeric13 unique values
0 missing
Chi0_EA.ri.numeric15 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
RDSQnumeric13 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
IACnumeric15 unique values
0 missing
RFDnumeric5 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
IC0numeric15 unique values
0 missing
Rperimnumeric4 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
IC1numeric15 unique values
0 missing
S0Knumeric14 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
IC2numeric15 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
IC3numeric14 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
IC4numeric14 unique values
0 missing
Chi1_EA.dm.numeric15 unique values
0 missing
IC5numeric14 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
ICRnumeric11 unique values
0 missing
Chi1_EA.ri.numeric15 unique values
0 missing
IDDEnumeric13 unique values
0 missing
CIC0numeric15 unique values
0 missing
IDDMnumeric13 unique values
0 missing
CIC1numeric15 unique values
0 missing
IDEnumeric13 unique values
0 missing
CIC2numeric14 unique values
0 missing
IDETnumeric13 unique values
0 missing
CIC3numeric15 unique values
0 missing
IDMnumeric13 unique values
0 missing
CIC4numeric14 unique values
0 missing
IDMTnumeric13 unique values
0 missing
CIC5numeric14 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIDnumeric12 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ISIZnumeric12 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDEnumeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDMnumeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
JGI1numeric12 unique values
0 missing
CSInumeric12 unique values
0 missing
JGI10numeric7 unique values
0 missing
DBInumeric11 unique values
0 missing
JGI2numeric11 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
JGI3numeric12 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
JGI4numeric7 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
JGI5numeric10 unique values
0 missing
D.Dtr09numeric13 unique values
0 missing
JGI6numeric6 unique values
0 missing
D.Dtr10numeric14 unique values
0 missing
JGI7numeric6 unique values
0 missing
DECCnumeric13 unique values
0 missing
JGI8numeric7 unique values
0 missing
DELSnumeric15 unique values
0 missing
JGI9numeric6 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGTnumeric11 unique values
0 missing
DLS_01numeric3 unique values
0 missing
LLS_01numeric3 unique values
0 missing
DLS_02numeric3 unique values
0 missing
LLS_02numeric4 unique values
0 missing
DLS_03numeric2 unique values
0 missing
LOCnumeric12 unique values
0 missing
DLS_04numeric2 unique values
0 missing
LPRSnumeric13 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS1enumeric12 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS1mnumeric14 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
MATS1pnumeric12 unique values
0 missing
Dznumeric14 unique values
0 missing
MATS1snumeric15 unique values
0 missing
ECCnumeric13 unique values
0 missing
MATS1vnumeric11 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
MATS2enumeric14 unique values
0 missing
Eig01_AEA.ed.numeric5 unique values
0 missing
MATS2inumeric14 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
MATS2mnumeric15 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
MATS2pnumeric14 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
MATS2snumeric15 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS2vnumeric15 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
MATS3enumeric15 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
MATS3mnumeric15 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
MATS3pnumeric15 unique values
0 missing
Eig02_AEA.ed.numeric4 unique values
0 missing
MATS3snumeric15 unique values
0 missing
Eig02_AEA.ri.numeric9 unique values
0 missing
MATS4enumeric14 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
MATS4inumeric14 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
MATS4mnumeric14 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS4pnumeric15 unique values
0 missing
Eig02_EA.ed.numeric6 unique values
0 missing
MATS4snumeric13 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
MATS4vnumeric14 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
MATS5enumeric15 unique values
0 missing
Eig03_AEA.dm.numeric15 unique values
0 missing
MATS5mnumeric14 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
MATS5pnumeric13 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
MATS5snumeric14 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
MATS5vnumeric13 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
MATS6enumeric15 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS6inumeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
15
Number of instances (rows) of the dataset.
NumberOfFeatures
710
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
709
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
3.87
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
0.79
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
20041.92
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.07
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.73
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
0.64
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
137.33
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.58
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
0.01
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
-0.41
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
47.33
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.2
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.07
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
59.18
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
-0.09
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.31
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
15
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.71
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
35683.07
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
0.82
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
7.06
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.87
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1958
0 runs - estimation_procedure: 50 times Clustering
Define a new task