Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010

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: CHEMBL4010 (TID: 14070), and it has 33 rows and 766 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.

768 features

pXC50 (target)numeric27 unique values
0 missing
molecule_id (row identifier)nominal33 unique values
0 missing
Eig06_AEA.dm.numeric20 unique values
0 missing
MATS8inumeric30 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
MATS8mnumeric29 unique values
0 missing
AECCnumeric18 unique values
0 missing
Eig06_AEA.ri.numeric23 unique values
0 missing
MATS8pnumeric31 unique values
0 missing
ALOGPnumeric29 unique values
0 missing
Eig06_EAnumeric17 unique values
0 missing
MATS8snumeric29 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
MATS8vnumeric27 unique values
0 missing
AMRnumeric29 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MAXDNnumeric23 unique values
0 missing
AMWnumeric26 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
MAXDPnumeric27 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
MCDnumeric12 unique values
0 missing
ATS1enumeric26 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
MDDDnumeric20 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig07_AEA.dm.numeric11 unique values
0 missing
Menumeric19 unique values
0 missing
ATS1mnumeric26 unique values
0 missing
Eig07_AEA.ed.numeric18 unique values
0 missing
Minumeric20 unique values
0 missing
ATS1pnumeric26 unique values
0 missing
Eig07_AEA.ri.numeric27 unique values
0 missing
MLOGPnumeric25 unique values
0 missing
ATS1snumeric27 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
MLOGP2numeric25 unique values
0 missing
ATS1vnumeric26 unique values
0 missing
Eig07_EA.bo.numeric19 unique values
0 missing
Mpnumeric25 unique values
0 missing
ATS2enumeric25 unique values
0 missing
Eig07_EA.ed.numeric19 unique values
0 missing
MPC01numeric9 unique values
0 missing
ATS2inumeric26 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
MPC02numeric11 unique values
0 missing
ATS2mnumeric29 unique values
0 missing
Eig08_AEA.bo.numeric21 unique values
0 missing
MPC03numeric14 unique values
0 missing
ATS2pnumeric27 unique values
0 missing
Eig08_AEA.dm.numeric15 unique values
0 missing
MPC04numeric15 unique values
0 missing
ATS2snumeric29 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
MPC05numeric16 unique values
0 missing
ATS2vnumeric29 unique values
0 missing
Eig08_AEA.ri.numeric30 unique values
0 missing
MPC06numeric14 unique values
0 missing
ATS3enumeric29 unique values
0 missing
Eig08_EAnumeric20 unique values
0 missing
MPC07numeric16 unique values
0 missing
ATS3inumeric29 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
MPC08numeric14 unique values
0 missing
ATS3mnumeric31 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
MPC09numeric15 unique values
0 missing
ATS3pnumeric32 unique values
0 missing
Eig08_EA.ri.numeric32 unique values
0 missing
MPC10numeric15 unique values
0 missing
ATS3snumeric30 unique values
0 missing
Eig09_AEA.bo.numeric18 unique values
0 missing
MSDnumeric20 unique values
0 missing
ATS3vnumeric32 unique values
0 missing
Eig09_AEA.dm.numeric23 unique values
0 missing
Mvnumeric23 unique values
0 missing
ATS4enumeric33 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
MWnumeric26 unique values
0 missing
ATS4inumeric31 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
MWC01numeric9 unique values
0 missing
ATS4mnumeric30 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
MWC02numeric13 unique values
0 missing
ATS4pnumeric32 unique values
0 missing
Eig09_EA.bo.numeric18 unique values
0 missing
MWC03numeric18 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
MWC04numeric19 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
MWC05numeric20 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Eig10_AEA.bo.numeric16 unique values
0 missing
MWC06numeric19 unique values
0 missing
ATS5inumeric30 unique values
0 missing
Eig10_AEA.dm.numeric15 unique values
0 missing
MWC07numeric20 unique values
0 missing
ATS5mnumeric27 unique values
0 missing
Eig10_AEA.ed.numeric14 unique values
0 missing
MWC08numeric19 unique values
0 missing
ATS5pnumeric29 unique values
0 missing
Eig10_AEA.ri.numeric22 unique values
0 missing
MWC09numeric19 unique values
0 missing
ATS5snumeric31 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
MWC10numeric20 unique values
0 missing
ATS5vnumeric30 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
N.numeric14 unique values
0 missing
ATS6enumeric30 unique values
0 missing
Eig10_EA.ed.numeric17 unique values
0 missing
N.071numeric2 unique values
0 missing
ATS6inumeric29 unique values
0 missing
Eig10_EA.ri.numeric22 unique values
0 missing
N.073numeric2 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
Eig11_AEA.bo.numeric21 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS6pnumeric32 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
N.076numeric2 unique values
0 missing
ATS6snumeric32 unique values
0 missing
Eig11_AEA.ed.numeric19 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
Eig11_AEA.ri.numeric26 unique values
0 missing
NaaCHnumeric8 unique values
0 missing
ATS7enumeric31 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS7inumeric30 unique values
0 missing
Eig11_EA.bo.numeric21 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATS7mnumeric32 unique values
0 missing
Eig11_EA.ed.numeric19 unique values
0 missing
NaaSnumeric3 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
Eig11_EA.ri.numeric29 unique values
0 missing
NaasCnumeric3 unique values
0 missing
ATS7snumeric30 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATS7vnumeric30 unique values
0 missing
Eig12_AEA.dm.numeric19 unique values
0 missing
nABnumeric5 unique values
0 missing
ATS8enumeric31 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
nArCHOnumeric2 unique values
0 missing
ATS8inumeric30 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
Eig12_EA.bo.numeric19 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATS8snumeric32 unique values
0 missing
Eig12_EA.ed.numeric18 unique values
0 missing
nArORnumeric3 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
Eig12_EA.ri.numeric24 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATSC1enumeric25 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
nATnumeric11 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig13_AEA.dm.numeric24 unique values
0 missing
nBMnumeric7 unique values
0 missing
ATSC1mnumeric26 unique values
0 missing
Eig13_AEA.ed.numeric17 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC1pnumeric26 unique values
0 missing
Eig13_AEA.ri.numeric24 unique values
0 missing
nBOnumeric9 unique values
0 missing
ATSC1snumeric30 unique values
0 missing
Eig13_EAnumeric17 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC1vnumeric25 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
nBTnumeric11 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
nCnumeric8 unique values
0 missing
ATSC2inumeric26 unique values
0 missing
Eig13_EA.ri.numeric27 unique values
0 missing
nCarnumeric7 unique values
0 missing
ATSC2mnumeric29 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
nCb.numeric4 unique values
0 missing
ATSC2pnumeric29 unique values
0 missing
Eig14_AEA.dm.numeric27 unique values
0 missing
nCbHnumeric5 unique values
0 missing
ATSC2snumeric33 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATSC2vnumeric29 unique values
0 missing
Eig14_AEA.ri.numeric26 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATSC3enumeric31 unique values
0 missing
Eig14_EAnumeric19 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATSC3inumeric29 unique values
0 missing
Eig14_EA.bo.numeric19 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATSC3mnumeric33 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC3pnumeric32 unique values
0 missing
Eig14_EA.ri.numeric30 unique values
0 missing
nCsp2numeric8 unique values
0 missing
ATSC3snumeric33 unique values
0 missing
Eig15_AEA.bo.numeric18 unique values
0 missing
nCsp3numeric3 unique values
0 missing
ATSC3vnumeric33 unique values
0 missing
Eig15_AEA.dm.numeric28 unique values
0 missing
nDBnumeric3 unique values
0 missing
ATSC4enumeric33 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
NddsNnumeric2 unique values
0 missing
ATSC4inumeric32 unique values
0 missing
Eig15_AEA.ri.numeric26 unique values
0 missing
NdOnumeric3 unique values
0 missing
ATSC4mnumeric32 unique values
0 missing
Eig15_EAnumeric20 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
ATSC4pnumeric33 unique values
0 missing
Eig15_EA.bo.numeric21 unique values
0 missing
NdssCnumeric2 unique values
0 missing
ATSC4snumeric33 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC4vnumeric33 unique values
0 missing
Eig15_EA.ri.numeric30 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC5enumeric27 unique values
0 missing
Eta_alphanumeric23 unique values
0 missing
nFnumeric3 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
Eta_alpha_Anumeric19 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
ATSC5mnumeric30 unique values
0 missing
Eta_Bnumeric9 unique values
0 missing
nHnumeric8 unique values
0 missing
ATSC5pnumeric30 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
nHAccnumeric3 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
Eta_betanumeric17 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC5vnumeric30 unique values
0 missing
Eta_beta_Anumeric20 unique values
0 missing
nHetnumeric5 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATSC6inumeric32 unique values
0 missing
Eta_betaP_Anumeric15 unique values
0 missing
nNnumeric2 unique values
0 missing
ATSC6mnumeric32 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
NNRSnumeric3 unique values
0 missing
ATSC6pnumeric32 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
nOnumeric3 unique values
0 missing
ATSC6snumeric32 unique values
0 missing
Eta_Cnumeric33 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
ATSC6vnumeric32 unique values
0 missing
Eta_C_Anumeric30 unique values
0 missing
nPyrrolesnumeric2 unique values
0 missing
ATSC7enumeric30 unique values
0 missing
Eta_epsinumeric26 unique values
0 missing
nR05numeric3 unique values
0 missing
ATSC7inumeric31 unique values
0 missing
Eta_epsi_Anumeric24 unique values
0 missing
nR06numeric3 unique values
0 missing
ATSC7mnumeric32 unique values
0 missing
Eta_Fnumeric33 unique values
0 missing
nR10numeric2 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
Eta_F_Anumeric27 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
ATSC7snumeric32 unique values
0 missing
Eta_FLnumeric31 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
ATSC7vnumeric32 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
NRSnumeric2 unique values
0 missing
ATSC8enumeric31 unique values
0 missing
Eta_Lnumeric32 unique values
0 missing
nSnumeric3 unique values
0 missing
ATSC8inumeric31 unique values
0 missing
Eta_L_Anumeric21 unique values
0 missing
NsBrnumeric2 unique values
0 missing
ATSC8mnumeric32 unique values
0 missing
Eta_sh_pnumeric24 unique values
0 missing
NsCH3numeric3 unique values
0 missing
ATSC8pnumeric32 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
NsClnumeric3 unique values
0 missing
ATSC8snumeric32 unique values
0 missing
F.084numeric3 unique values
0 missing
NsFnumeric3 unique values
0 missing
ATSC8vnumeric32 unique values
0 missing
GATS1enumeric24 unique values
0 missing
nSKnumeric8 unique values
0 missing
BACnumeric7 unique values
0 missing
GATS1inumeric23 unique values
0 missing
NsOHnumeric2 unique values
0 missing
BBInumeric11 unique values
0 missing
GATS1mnumeric25 unique values
0 missing
NssCH2numeric2 unique values
0 missing
BIC0numeric20 unique values
0 missing
GATS1pnumeric25 unique values
0 missing
NssOnumeric3 unique values
0 missing
BIC1numeric23 unique values
0 missing
GATS1snumeric22 unique values
0 missing
NsssNnumeric2 unique values
0 missing
BIC2numeric24 unique values
0 missing
GATS1vnumeric26 unique values
0 missing
nThiophenesnumeric3 unique values
0 missing
BIC3numeric20 unique values
0 missing
GATS2enumeric27 unique values
0 missing
nXnumeric3 unique values
0 missing
BIC4numeric16 unique values
0 missing
GATS2inumeric28 unique values
0 missing
O.numeric17 unique values
0 missing
BIC5numeric15 unique values
0 missing
GATS2mnumeric29 unique values
0 missing
O.057numeric2 unique values
0 missing
BIDnumeric10 unique values
0 missing
GATS2pnumeric25 unique values
0 missing
O.058numeric2 unique values
0 missing
BLInumeric30 unique values
0 missing
GATS2snumeric25 unique values
0 missing
O.060numeric3 unique values
0 missing
BLTA96numeric23 unique values
0 missing
GATS2vnumeric28 unique values
0 missing
O.061numeric2 unique values
0 missing
BLTD48numeric24 unique values
0 missing
GATS3enumeric30 unique values
0 missing
ON0numeric10 unique values
0 missing
BLTF96numeric24 unique values
0 missing
GATS3inumeric30 unique values
0 missing
ON0Vnumeric19 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS3mnumeric29 unique values
0 missing
ON1numeric17 unique values
0 missing
Br.095numeric2 unique values
0 missing
GATS3pnumeric28 unique values
0 missing
ON1Vnumeric25 unique values
0 missing
C.numeric17 unique values
0 missing
GATS3snumeric31 unique values
0 missing
PCDnumeric20 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS3vnumeric31 unique values
0 missing
PCRnumeric19 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS4enumeric31 unique values
0 missing
PDInumeric18 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS4inumeric30 unique values
0 missing
PHInumeric26 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS4mnumeric29 unique values
0 missing
piIDnumeric20 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS4pnumeric27 unique values
0 missing
piPC01numeric14 unique values
0 missing
C.024numeric7 unique values
0 missing
GATS4snumeric30 unique values
0 missing
piPC02numeric14 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS4vnumeric31 unique values
0 missing
piPC03numeric18 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS5enumeric29 unique values
0 missing
piPC04numeric18 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS5inumeric28 unique values
0 missing
piPC05numeric20 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS5mnumeric29 unique values
0 missing
piPC06numeric20 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS5pnumeric26 unique values
0 missing
piPC07numeric19 unique values
0 missing
C.034numeric3 unique values
0 missing
GATS5snumeric30 unique values
0 missing
piPC08numeric20 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS5vnumeric29 unique values
0 missing
piPC09numeric20 unique values
0 missing
C.037numeric2 unique values
0 missing
GATS6enumeric32 unique values
0 missing
piPC10numeric20 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS6inumeric28 unique values
0 missing
PJI2numeric3 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
GATS6mnumeric32 unique values
0 missing
Polnumeric13 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS6pnumeric32 unique values
0 missing
Psi_e_0numeric30 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS6snumeric31 unique values
0 missing
Psi_e_1numeric28 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS6vnumeric28 unique values
0 missing
Psi_e_Anumeric22 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
GATS7enumeric32 unique values
0 missing
Psi_i_0numeric25 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS7inumeric29 unique values
0 missing
Psi_i_1numeric31 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS7mnumeric30 unique values
0 missing
Psi_i_Anumeric22 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS7pnumeric28 unique values
0 missing
Psi_i_snumeric25 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS7snumeric32 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS7vnumeric30 unique values
0 missing
P_VSA_e_1numeric8 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS8enumeric31 unique values
0 missing
P_VSA_e_2numeric26 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS8inumeric31 unique values
0 missing
P_VSA_e_3numeric6 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS8mnumeric31 unique values
0 missing
P_VSA_e_4numeric3 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS8pnumeric30 unique values
0 missing
P_VSA_e_5numeric7 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS8snumeric32 unique values
0 missing
P_VSA_e_6numeric3 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS8vnumeric30 unique values
0 missing
P_VSA_i_1numeric3 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GGI1numeric5 unique values
0 missing
P_VSA_i_2numeric26 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GGI10numeric14 unique values
0 missing
P_VSA_i_3numeric19 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GGI2numeric6 unique values
0 missing
P_VSA_i_4numeric7 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GGI3numeric12 unique values
0 missing
P_VSA_LogP_1numeric7 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GGI4numeric17 unique values
0 missing
P_VSA_LogP_2numeric2 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GGI5numeric18 unique values
0 missing
P_VSA_LogP_3numeric11 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GGI6numeric13 unique values
0 missing
P_VSA_LogP_4numeric4 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GGI7numeric12 unique values
0 missing
P_VSA_LogP_5numeric22 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GGI8numeric17 unique values
0 missing
P_VSA_LogP_6numeric12 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GGI9numeric11 unique values
0 missing
P_VSA_LogP_7numeric16 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GMTInumeric20 unique values
0 missing
P_VSA_LogP_8numeric5 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
P_VSA_m_1numeric8 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GNarnumeric9 unique values
0 missing
P_VSA_m_2numeric26 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
H.numeric17 unique values
0 missing
P_VSA_m_3numeric9 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
H.046numeric2 unique values
0 missing
P_VSA_m_4numeric6 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
H.047numeric8 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
H.048numeric3 unique values
0 missing
P_VSA_MR_1numeric10 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_MR_2numeric6 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
H.050numeric2 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
H.051numeric3 unique values
0 missing
P_VSA_MR_5numeric11 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
H.052numeric2 unique values
0 missing
P_VSA_MR_6numeric24 unique values
0 missing
CENTnumeric20 unique values
0 missing
HDcpxnumeric15 unique values
0 missing
P_VSA_MR_7numeric7 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
HNarnumeric13 unique values
0 missing
P_VSA_MR_8numeric6 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
P_VSA_p_1numeric10 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
Hynumeric16 unique values
0 missing
P_VSA_p_2numeric10 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_p_3numeric26 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_s_2numeric8 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_s_3numeric24 unique values
0 missing
Chi0_EA.dm.numeric15 unique values
0 missing
IACnumeric23 unique values
0 missing
P_VSA_s_4numeric21 unique values
0 missing
Chi0_EA.ed.numeric20 unique values
0 missing
IC0numeric22 unique values
0 missing
P_VSA_s_5numeric2 unique values
0 missing
Chi0_EA.ri.numeric33 unique values
0 missing
IC1numeric24 unique values
0 missing
P_VSA_s_6numeric12 unique values
0 missing
Chi1_AEA.bo.numeric19 unique values
0 missing
IC2numeric25 unique values
0 missing
P_VSA_v_1numeric8 unique values
0 missing
Chi1_AEA.dm.numeric19 unique values
0 missing
IC3numeric21 unique values
0 missing
P_VSA_v_2numeric12 unique values
0 missing
Chi1_AEA.ed.numeric19 unique values
0 missing
IC4numeric20 unique values
0 missing
P_VSA_v_3numeric26 unique values
0 missing
Chi1_AEA.ri.numeric19 unique values
0 missing
IC5numeric19 unique values
0 missing
PW2numeric13 unique values
0 missing
Chi1_EAnumeric19 unique values
0 missing
ICRnumeric17 unique values
0 missing
PW3numeric12 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
IDDEnumeric16 unique values
0 missing
PW4numeric11 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
IDDMnumeric17 unique values
0 missing
PW5numeric12 unique values
0 missing
Chi1_EA.ed.numeric20 unique values
0 missing
IDEnumeric17 unique values
0 missing
Qindexnumeric4 unique values
0 missing
Chi1_EA.ri.numeric33 unique values
0 missing
IDETnumeric20 unique values
0 missing
Ramnumeric3 unique values
0 missing
CIC0numeric23 unique values
0 missing
IDMnumeric20 unique values
0 missing
RBFnumeric12 unique values
0 missing
CIC1numeric23 unique values
0 missing
IDMTnumeric20 unique values
0 missing
RBNnumeric3 unique values
0 missing
CIC2numeric24 unique values
0 missing
Infective.50numeric2 unique values
0 missing
Rbridnumeric2 unique values
0 missing
CIC3numeric22 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
RCInumeric6 unique values
0 missing
CIC4numeric20 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
RDCHInumeric20 unique values
0 missing
CIC5numeric19 unique values
0 missing
ISIZnumeric11 unique values
0 missing
RDSQnumeric20 unique values
0 missing
CIDnumeric16 unique values
0 missing
IVDEnumeric13 unique values
0 missing
RFDnumeric6 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IVDMnumeric13 unique values
0 missing
Rperimnumeric5 unique values
0 missing
Cl.090numeric2 unique values
0 missing
JGI1numeric16 unique values
0 missing
S0Knumeric19 unique values
0 missing
CMC.50numeric2 unique values
0 missing
JGI10numeric7 unique values
0 missing
S.107numeric3 unique values
0 missing
CSInumeric19 unique values
0 missing
JGI2numeric14 unique values
0 missing
S1Knumeric24 unique values
0 missing
DBInumeric7 unique values
0 missing
JGI3numeric11 unique values
0 missing
S2Knumeric25 unique values
0 missing
D.Dtr05numeric20 unique values
0 missing
JGI4numeric11 unique values
0 missing
S3Knumeric30 unique values
0 missing
D.Dtr06numeric20 unique values
0 missing
JGI5numeric10 unique values
0 missing
SaaaCnumeric2 unique values
0 missing
D.Dtr09numeric20 unique values
0 missing
JGI6numeric8 unique values
0 missing
SAaccnumeric11 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
JGI7numeric5 unique values
0 missing
SaaCHnumeric33 unique values
0 missing
DECCnumeric16 unique values
0 missing
JGI8numeric6 unique values
0 missing
SaaNnumeric3 unique values
0 missing
DELSnumeric33 unique values
0 missing
JGI9numeric6 unique values
0 missing
SaaOnumeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGTnumeric20 unique values
0 missing
SaaSnumeric30 unique values
0 missing
DLS_04numeric3 unique values
0 missing
LLS_01numeric2 unique values
0 missing
SaasCnumeric32 unique values
0 missing
DLS_05numeric2 unique values
0 missing
LOCnumeric14 unique values
0 missing
SaasNnumeric2 unique values
0 missing
DLS_06numeric2 unique values
0 missing
LPRSnumeric20 unique values
0 missing
SAdonnumeric2 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
MATS1enumeric21 unique values
0 missing
SAtotnumeric26 unique values
0 missing
Dznumeric19 unique values
0 missing
MATS1inumeric23 unique values
0 missing
SCBOnumeric14 unique values
0 missing
ECCnumeric17 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
SddsNnumeric4 unique values
0 missing
Eig01_EA.bo.numeric2 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
SdOnumeric31 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
MATS1snumeric14 unique values
0 missing
SdsCHnumeric31 unique values
0 missing
Eig01_EA.ri.numeric3 unique values
0 missing
MATS1vnumeric18 unique values
0 missing
SdsNnumeric27 unique values
0 missing
Eig02_AEA.bo.numeric21 unique values
0 missing
MATS2enumeric25 unique values
0 missing
SdssCnumeric30 unique values
0 missing
Eig02_AEA.dm.numeric7 unique values
0 missing
MATS2inumeric28 unique values
0 missing
Senumeric26 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
MATS2mnumeric26 unique values
0 missing
Sinumeric26 unique values
0 missing
Eig02_AEA.ri.numeric30 unique values
0 missing
MATS2pnumeric27 unique values
0 missing
SIC0numeric19 unique values
0 missing
Eig02_EAnumeric20 unique values
0 missing
MATS2snumeric30 unique values
0 missing
SIC1numeric23 unique values
0 missing
Eig02_EA.bo.numeric21 unique values
0 missing
MATS2vnumeric27 unique values
0 missing
SIC2numeric25 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
MATS3enumeric29 unique values
0 missing
SIC3numeric20 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
MATS3inumeric32 unique values
0 missing
SIC4numeric18 unique values
0 missing
Eig02_EA.ri.numeric30 unique values
0 missing
MATS3mnumeric30 unique values
0 missing
SIC5numeric17 unique values
0 missing
Eig03_AEA.bo.numeric14 unique values
0 missing
MATS3pnumeric32 unique values
0 missing
SM02_AEA.bo.numeric15 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
MATS3snumeric28 unique values
0 missing
SM02_AEA.dm.numeric20 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
MATS3vnumeric29 unique values
0 missing
SM02_AEA.ed.numeric18 unique values
0 missing
Eig03_AEA.ri.numeric25 unique values
0 missing
MATS4enumeric30 unique values
0 missing
SM02_AEA.ri.numeric19 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
MATS4inumeric25 unique values
0 missing
SM02_EAnumeric11 unique values
0 missing
Eig03_EA.bo.numeric15 unique values
0 missing
MATS4mnumeric32 unique values
0 missing
SM02_EA.bo.numeric14 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS4pnumeric28 unique values
0 missing
SM02_EA.dm.numeric5 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
MATS4snumeric30 unique values
0 missing
SM02_EA.ed.numeric19 unique values
0 missing
Eig03_EA.ri.numeric30 unique values
0 missing
MATS4vnumeric28 unique values
0 missing
SM02_EA.ri.numeric28 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
MATS5enumeric29 unique values
0 missing
SM03_AEA.bo.numeric16 unique values
0 missing
Eig04_AEA.dm.numeric22 unique values
0 missing
MATS5inumeric26 unique values
0 missing
SM03_AEA.dm.numeric17 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
MATS5mnumeric29 unique values
0 missing
SM03_AEA.ed.numeric18 unique values
0 missing
Eig04_AEA.ri.numeric26 unique values
0 missing
MATS5pnumeric27 unique values
0 missing
SM03_AEA.ri.numeric20 unique values
0 missing
Eig04_EAnumeric18 unique values
0 missing
MATS5snumeric32 unique values
0 missing
SM03_EAnumeric3 unique values
0 missing
Eig04_EA.bo.numeric19 unique values
0 missing
MATS5vnumeric26 unique values
0 missing
SM03_EA.bo.numeric7 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS6enumeric31 unique values
0 missing
SM03_EA.dm.numeric3 unique values
0 missing
Eig04_EA.ed.numeric19 unique values
0 missing
MATS6inumeric29 unique values
0 missing
SM03_EA.ed.numeric11 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
MATS6mnumeric30 unique values
0 missing
SM03_EA.ri.numeric21 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
MATS6pnumeric30 unique values
0 missing
SM04_AEA.bo.numeric21 unique values
0 missing
Eig05_AEA.dm.numeric4 unique values
0 missing
MATS6snumeric30 unique values
0 missing
SM04_AEA.dm.numeric12 unique values
0 missing
Eig05_AEA.ed.numeric14 unique values
0 missing
MATS6vnumeric29 unique values
0 missing
SM04_AEA.ed.numeric18 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
MATS7enumeric29 unique values
0 missing
SM04_AEA.ri.numeric18 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
MATS7inumeric27 unique values
0 missing
SM04_EAnumeric18 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
MATS7mnumeric31 unique values
0 missing
SM04_EA.bo.numeric21 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS7pnumeric26 unique values
0 missing
SM04_EA.dm.numeric5 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
MATS7snumeric30 unique values
0 missing
SM04_EA.ed.numeric19 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
MATS7vnumeric27 unique values
0 missing
SM04_EA.ri.numeric31 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
MATS8enumeric31 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
33
Number of instances (rows) of the dataset.
NumberOfFeatures
768
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
767
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
23.27
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.52
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
1.07
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.36
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
14.79
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
0.81
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.09
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.18
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
33
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.06
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
27269.39
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
3.18
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.86
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.99
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.74
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
1.6
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
4762.07
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.4
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.71
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
0.58
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
3.14
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
81.19
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.29
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.55
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.09
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-CHEMBL4010
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4010
0 runs - estimation_procedure: 50 times Clustering
Define a new task