Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724

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: CHEMBL5724 (TID: 101305), and it has 36 rows and 659 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.

661 features

pXC50 (target)numeric25 unique values
0 missing
molecule_id (row identifier)nominal36 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
MATS5vnumeric35 unique values
0 missing
SpMin1_Bh.e.numeric19 unique values
0 missing
Eig04_EA.ed.numeric25 unique values
0 missing
MATS6enumeric36 unique values
0 missing
SaaCHnumeric33 unique values
0 missing
Eig04_EA.ri.numeric34 unique values
0 missing
MATS6inumeric34 unique values
0 missing
AACnumeric17 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
MATS6mnumeric35 unique values
0 missing
AECCnumeric24 unique values
0 missing
Eig05_AEA.dm.numeric28 unique values
0 missing
MATS6pnumeric36 unique values
0 missing
ALOGPnumeric23 unique values
0 missing
Eig05_AEA.ed.numeric25 unique values
0 missing
MATS6snumeric36 unique values
0 missing
ALOGP2numeric24 unique values
0 missing
Eig05_AEA.ri.numeric27 unique values
0 missing
MATS6vnumeric32 unique values
0 missing
AMRnumeric24 unique values
0 missing
Eig05_EAnumeric21 unique values
0 missing
MATS7enumeric34 unique values
0 missing
AMWnumeric20 unique values
0 missing
Eig05_EA.bo.numeric21 unique values
0 missing
MATS7inumeric32 unique values
0 missing
ARRnumeric8 unique values
0 missing
Eig05_EA.ed.numeric25 unique values
0 missing
MATS7mnumeric35 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig05_EA.ri.numeric31 unique values
0 missing
MATS7pnumeric33 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
MATS7snumeric34 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
Eig06_AEA.dm.numeric28 unique values
0 missing
MATS7vnumeric34 unique values
0 missing
ATS1pnumeric21 unique values
0 missing
Eig06_AEA.ed.numeric21 unique values
0 missing
MATS8enumeric36 unique values
0 missing
ATS1snumeric33 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
MATS8inumeric32 unique values
0 missing
ATS1vnumeric21 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
MATS8mnumeric35 unique values
0 missing
ATS2enumeric23 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
MATS8pnumeric33 unique values
0 missing
ATS2inumeric23 unique values
0 missing
Eig06_EA.ed.numeric19 unique values
0 missing
MATS8snumeric36 unique values
0 missing
ATS2mnumeric22 unique values
0 missing
Eig06_EA.ri.numeric22 unique values
0 missing
MATS8vnumeric35 unique values
0 missing
ATS2pnumeric23 unique values
0 missing
Eig07_AEA.bo.numeric24 unique values
0 missing
MAXDNnumeric34 unique values
0 missing
ATS2snumeric35 unique values
0 missing
Eig07_AEA.dm.numeric31 unique values
0 missing
MAXDPnumeric36 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
Eig07_AEA.ed.numeric24 unique values
0 missing
MCDnumeric11 unique values
0 missing
ATS3enumeric25 unique values
0 missing
Eig07_AEA.ri.numeric35 unique values
0 missing
MDDDnumeric25 unique values
0 missing
ATS3inumeric25 unique values
0 missing
Eig07_EAnumeric25 unique values
0 missing
Menumeric17 unique values
0 missing
ATS3mnumeric33 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
Minumeric18 unique values
0 missing
ATS3pnumeric31 unique values
0 missing
Eig07_EA.ed.numeric25 unique values
0 missing
MLOGPnumeric19 unique values
0 missing
ATS3snumeric36 unique values
0 missing
Eig07_EA.ri.numeric32 unique values
0 missing
MLOGP2numeric19 unique values
0 missing
ATS3vnumeric33 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
Mpnumeric20 unique values
0 missing
ATS4enumeric33 unique values
0 missing
Eig08_AEA.dm.numeric25 unique values
0 missing
MPC01numeric10 unique values
0 missing
ATS4inumeric34 unique values
0 missing
Eig08_AEA.ed.numeric19 unique values
0 missing
MPC02numeric12 unique values
0 missing
ATS4mnumeric36 unique values
0 missing
Eig08_AEA.ri.numeric30 unique values
0 missing
MPC03numeric20 unique values
0 missing
ATS4pnumeric34 unique values
0 missing
Eig08_EAnumeric21 unique values
0 missing
MPC04numeric18 unique values
0 missing
ATS4snumeric34 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
MPC05numeric17 unique values
0 missing
ATS4vnumeric36 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
MPC06numeric19 unique values
0 missing
ATS5enumeric35 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATS5inumeric35 unique values
0 missing
Eig09_AEA.bo.numeric23 unique values
0 missing
MPC08numeric15 unique values
0 missing
ATS5mnumeric34 unique values
0 missing
Eig09_AEA.dm.numeric32 unique values
0 missing
MPC09numeric20 unique values
0 missing
ATS5pnumeric36 unique values
0 missing
Eig09_AEA.ed.numeric17 unique values
0 missing
MPC10numeric21 unique values
0 missing
ATS5snumeric36 unique values
0 missing
Eig09_AEA.ri.numeric31 unique values
0 missing
MSDnumeric25 unique values
0 missing
ATS5vnumeric35 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
Mvnumeric19 unique values
0 missing
ATS6enumeric35 unique values
0 missing
Eig09_EA.bo.numeric20 unique values
0 missing
MWnumeric20 unique values
0 missing
ATS6inumeric36 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MWC01numeric10 unique values
0 missing
ATS6mnumeric36 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
MWC02numeric12 unique values
0 missing
ATS6pnumeric34 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
MWC03numeric20 unique values
0 missing
ATS6snumeric35 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
MWC04numeric25 unique values
0 missing
ATS6vnumeric34 unique values
0 missing
Eig10_AEA.dm.numeric29 unique values
0 missing
MWC05numeric25 unique values
0 missing
ATS7enumeric35 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
MWC06numeric25 unique values
0 missing
ATS7inumeric35 unique values
0 missing
Eig10_AEA.ri.numeric27 unique values
0 missing
MWC07numeric25 unique values
0 missing
ATS7mnumeric34 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
MWC08numeric25 unique values
0 missing
ATS7pnumeric33 unique values
0 missing
Eig10_EA.bo.numeric24 unique values
0 missing
MWC09numeric25 unique values
0 missing
ATS7snumeric35 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
MWC10numeric25 unique values
0 missing
ATS7vnumeric35 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
N.numeric15 unique values
0 missing
ATS8enumeric34 unique values
0 missing
Eig10_EA.ri.numeric33 unique values
0 missing
N.069numeric2 unique values
0 missing
ATS8inumeric33 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATS8mnumeric32 unique values
0 missing
Eig11_AEA.dm.numeric32 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
ATS8pnumeric34 unique values
0 missing
Eig11_AEA.ed.numeric19 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATS8snumeric34 unique values
0 missing
Eig11_AEA.ri.numeric27 unique values
0 missing
nABnumeric4 unique values
0 missing
ATS8vnumeric34 unique values
0 missing
Eig11_EAnumeric16 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eig11_EA.bo.numeric17 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
nArXnumeric2 unique values
0 missing
ATSC1mnumeric21 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
nATnumeric14 unique values
0 missing
ATSC1pnumeric21 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATSC1snumeric32 unique values
0 missing
Eig12_AEA.bo.numeric21 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC1vnumeric21 unique values
0 missing
Eig12_AEA.dm.numeric35 unique values
0 missing
nBOnumeric10 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC2inumeric23 unique values
0 missing
Eig12_AEA.ri.numeric33 unique values
0 missing
nBTnumeric12 unique values
0 missing
ATSC2mnumeric23 unique values
0 missing
Eig12_EAnumeric21 unique values
0 missing
nCnumeric10 unique values
0 missing
ATSC2pnumeric23 unique values
0 missing
Eig12_EA.bo.numeric19 unique values
0 missing
nCarnumeric4 unique values
0 missing
ATSC2snumeric34 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
nCb.numeric4 unique values
0 missing
ATSC2vnumeric23 unique values
0 missing
Eig12_EA.ed.numeric24 unique values
0 missing
nCbHnumeric5 unique values
0 missing
ATSC3enumeric32 unique values
0 missing
Eig12_EA.ri.numeric31 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Eig13_AEA.bo.numeric22 unique values
0 missing
nCIRnumeric4 unique values
0 missing
ATSC3mnumeric33 unique values
0 missing
Eig13_AEA.dm.numeric25 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATSC3pnumeric33 unique values
0 missing
Eig13_AEA.ed.numeric20 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATSC3snumeric35 unique values
0 missing
Eig13_AEA.ri.numeric34 unique values
0 missing
nCsnumeric6 unique values
0 missing
ATSC3vnumeric33 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
nCsp2numeric4 unique values
0 missing
ATSC4enumeric35 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
nCsp3numeric7 unique values
0 missing
ATSC4inumeric29 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
NdOnumeric2 unique values
0 missing
ATSC4mnumeric36 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
NdSnumeric2 unique values
0 missing
ATSC4pnumeric36 unique values
0 missing
Eig13_EA.ri.numeric34 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
ATSC4snumeric36 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
NdssCnumeric2 unique values
0 missing
ATSC4vnumeric36 unique values
0 missing
Eig14_AEA.dm.numeric30 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC5enumeric31 unique values
0 missing
Eig14_AEA.ed.numeric18 unique values
0 missing
nFnumeric2 unique values
0 missing
ATSC5inumeric32 unique values
0 missing
Eig14_AEA.ri.numeric29 unique values
0 missing
nHnumeric9 unique values
0 missing
ATSC5mnumeric36 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
nHAccnumeric3 unique values
0 missing
ATSC5pnumeric35 unique values
0 missing
Eig14_EA.bo.numeric7 unique values
0 missing
nHDonnumeric4 unique values
0 missing
ATSC5snumeric36 unique values
0 missing
Eig14_EA.dm.numeric5 unique values
0 missing
nHetnumeric3 unique values
0 missing
ATSC5vnumeric36 unique values
0 missing
Eig14_EA.ed.numeric21 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATSC6enumeric34 unique values
0 missing
Eig14_EA.ri.numeric27 unique values
0 missing
nNnumeric2 unique values
0 missing
ATSC6inumeric35 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
nN.CO.2numeric2 unique values
0 missing
ATSC6mnumeric36 unique values
0 missing
Eig15_AEA.dm.numeric31 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
ATSC6pnumeric36 unique values
0 missing
Eig15_AEA.ed.numeric20 unique values
0 missing
NNRSnumeric2 unique values
0 missing
ATSC6snumeric36 unique values
0 missing
Eig15_AEA.ri.numeric17 unique values
0 missing
nOnumeric2 unique values
0 missing
ATSC6vnumeric35 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
nR06numeric3 unique values
0 missing
ATSC7enumeric34 unique values
0 missing
Eig15_EA.bo.numeric12 unique values
0 missing
nR10numeric2 unique values
0 missing
ATSC7inumeric33 unique values
0 missing
Eig15_EA.dm.numeric6 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
ATSC7mnumeric34 unique values
0 missing
Eig15_EA.ed.numeric22 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
ATSC7pnumeric35 unique values
0 missing
Eig15_EA.ri.numeric31 unique values
0 missing
NRSnumeric3 unique values
0 missing
ATSC7snumeric36 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
nSnumeric2 unique values
0 missing
ATSC7vnumeric35 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
NsBrnumeric2 unique values
0 missing
ATSC8enumeric34 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
NsCH3numeric3 unique values
0 missing
ATSC8inumeric33 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
NsClnumeric2 unique values
0 missing
ATSC8mnumeric36 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
NsFnumeric2 unique values
0 missing
ATSC8pnumeric36 unique values
0 missing
Eta_beta_Anumeric16 unique values
0 missing
nSKnumeric9 unique values
0 missing
ATSC8snumeric36 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
NsNH2numeric2 unique values
0 missing
ATSC8vnumeric36 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
NsOHnumeric2 unique values
0 missing
BACnumeric7 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
NssCH2numeric6 unique values
0 missing
BBInumeric12 unique values
0 missing
Eta_betaS_Anumeric14 unique values
0 missing
NssNHnumeric2 unique values
0 missing
BIC0numeric16 unique values
0 missing
Eta_Cnumeric36 unique values
0 missing
NssOnumeric2 unique values
0 missing
BIC1numeric21 unique values
0 missing
Eta_C_Anumeric33 unique values
0 missing
NsssNnumeric2 unique values
0 missing
BIC2numeric30 unique values
0 missing
Eta_epsinumeric20 unique values
0 missing
nXnumeric2 unique values
0 missing
BIC3numeric28 unique values
0 missing
Eta_epsi_Anumeric20 unique values
0 missing
O.numeric16 unique values
0 missing
BIC4numeric22 unique values
0 missing
Eta_Fnumeric36 unique values
0 missing
O.057numeric2 unique values
0 missing
BIC5numeric22 unique values
0 missing
Eta_F_Anumeric33 unique values
0 missing
O.058numeric2 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eta_FLnumeric30 unique values
0 missing
O.060numeric2 unique values
0 missing
BLInumeric29 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
ON0numeric11 unique values
0 missing
BLTA96numeric19 unique values
0 missing
Eta_Lnumeric33 unique values
0 missing
ON0Vnumeric19 unique values
0 missing
BLTD48numeric19 unique values
0 missing
Eta_L_Anumeric23 unique values
0 missing
ON1numeric20 unique values
0 missing
BLTF96numeric19 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
ON1Vnumeric28 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
PCDnumeric23 unique values
0 missing
C.numeric15 unique values
0 missing
F.084numeric2 unique values
0 missing
PCRnumeric22 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS1enumeric20 unique values
0 missing
PDInumeric20 unique values
0 missing
C.002numeric6 unique values
0 missing
GATS1inumeric21 unique values
0 missing
PHInumeric22 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS1mnumeric20 unique values
0 missing
piIDnumeric23 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS1pnumeric20 unique values
0 missing
piPC01numeric11 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS1snumeric26 unique values
0 missing
piPC02numeric13 unique values
0 missing
C.024numeric5 unique values
0 missing
GATS1vnumeric21 unique values
0 missing
piPC03numeric21 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS2enumeric22 unique values
0 missing
piPC04numeric25 unique values
0 missing
C.026numeric2 unique values
0 missing
GATS2inumeric23 unique values
0 missing
piPC05numeric24 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS2mnumeric21 unique values
0 missing
piPC06numeric25 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
piPC07numeric25 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS2snumeric31 unique values
0 missing
piPC08numeric24 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
GATS2vnumeric22 unique values
0 missing
piPC09numeric24 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS3enumeric30 unique values
0 missing
piPC10numeric24 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS3inumeric29 unique values
0 missing
PJI2numeric5 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS3mnumeric30 unique values
0 missing
Polnumeric18 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
GATS3pnumeric31 unique values
0 missing
Psi_e_0numeric34 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS3snumeric33 unique values
0 missing
Psi_e_0dnumeric4 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS3vnumeric29 unique values
0 missing
Psi_e_1numeric35 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
GATS4enumeric34 unique values
0 missing
Psi_e_Anumeric21 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GATS4inumeric32 unique values
0 missing
Psi_i_0numeric23 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS4mnumeric32 unique values
0 missing
Psi_i_0dnumeric3 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS4pnumeric33 unique values
0 missing
Psi_i_1numeric33 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS4snumeric36 unique values
0 missing
Psi_i_1dnumeric4 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
GATS4vnumeric32 unique values
0 missing
Psi_i_Anumeric21 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS5enumeric34 unique values
0 missing
Psi_i_snumeric21 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS5inumeric35 unique values
0 missing
Psi_i_tnumeric8 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
GATS5mnumeric34 unique values
0 missing
P_VSA_e_1numeric9 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS5pnumeric35 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS5snumeric34 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5vnumeric36 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS6enumeric35 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS6inumeric33 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GATS6mnumeric35 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6pnumeric35 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS6snumeric36 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS6vnumeric34 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7enumeric35 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS7inumeric32 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
GATS7mnumeric35 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS7pnumeric34 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS7snumeric35 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS7vnumeric35 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS8enumeric36 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS8inumeric34 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS8mnumeric36 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
GATS8pnumeric35 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS8snumeric36 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS8vnumeric36 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
GGI1numeric4 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI10numeric6 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI2numeric8 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
GGI3numeric17 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GGI4numeric16 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GGI5numeric17 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI6numeric20 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GGI7numeric18 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI8numeric15 unique values
0 missing
CATS2D_09_LLnumeric3 unique values
0 missing
GGI9numeric7 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GMTInumeric25 unique values
0 missing
CENTnumeric23 unique values
0 missing
GMTIVnumeric33 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
GNarnumeric12 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
H.numeric15 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
H.046numeric7 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
H.047numeric8 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_EA.bo.numeric22 unique values
0 missing
HDcpxnumeric25 unique values
0 missing
Chi0_EA.dm.numeric17 unique values
0 missing
HNarnumeric11 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
HVcpxnumeric22 unique values
0 missing
Chi0_EA.ri.numeric33 unique values
0 missing
Hynumeric17 unique values
0 missing
Chi1_AEA.bo.numeric23 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_AEA.dm.numeric23 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi1_AEA.ed.numeric23 unique values
0 missing
IACnumeric17 unique values
0 missing
Chi1_AEA.ri.numeric23 unique values
0 missing
IC0numeric17 unique values
0 missing
Chi1_EAnumeric23 unique values
0 missing
IC1numeric21 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
IC2numeric32 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
IC3numeric31 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
IC4numeric26 unique values
0 missing
Chi1_EA.ri.numeric36 unique values
0 missing
IC5numeric26 unique values
0 missing
CIC0numeric17 unique values
0 missing
ICRnumeric21 unique values
0 missing
CIC1numeric21 unique values
0 missing
IDDEnumeric20 unique values
0 missing
CIC2numeric33 unique values
0 missing
IDDMnumeric21 unique values
0 missing
CIC3numeric31 unique values
0 missing
IDEnumeric25 unique values
0 missing
CIC4numeric26 unique values
0 missing
IDETnumeric25 unique values
0 missing
CIC5numeric24 unique values
0 missing
IDMnumeric25 unique values
0 missing
CIDnumeric18 unique values
0 missing
IDMTnumeric25 unique values
0 missing
Cl.089numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CSInumeric24 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
DBInumeric8 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
D.Dtr05numeric25 unique values
0 missing
ISIZnumeric14 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
IVDEnumeric13 unique values
0 missing
D.Dtr10numeric5 unique values
0 missing
IVDMnumeric13 unique values
0 missing
DECCnumeric23 unique values
0 missing
JGI1numeric18 unique values
0 missing
DELSnumeric36 unique values
0 missing
JGI10numeric4 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI2numeric16 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGI3numeric18 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI4numeric15 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI5numeric12 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI6numeric12 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
JGI7numeric12 unique values
0 missing
Dznumeric18 unique values
0 missing
JGI8numeric13 unique values
0 missing
ECCnumeric24 unique values
0 missing
JGI9numeric7 unique values
0 missing
Eig01_AEA.bo.numeric20 unique values
0 missing
JGTnumeric24 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
LLS_01numeric3 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
LOCnumeric13 unique values
0 missing
Eig01_AEA.ri.numeric24 unique values
0 missing
LPRSnumeric25 unique values
0 missing
Eig01_EAnumeric18 unique values
0 missing
MATS1enumeric19 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
MATS1inumeric21 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS1mnumeric16 unique values
0 missing
Eig01_EA.ed.numeric19 unique values
0 missing
MATS1pnumeric19 unique values
0 missing
Eig01_EA.ri.numeric30 unique values
0 missing
MATS1snumeric25 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
MATS1vnumeric19 unique values
0 missing
Eig02_AEA.dm.numeric5 unique values
0 missing
MATS2enumeric20 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
MATS2inumeric22 unique values
0 missing
Eig02_AEA.ri.numeric34 unique values
0 missing
MATS2mnumeric22 unique values
0 missing
Eig02_EAnumeric25 unique values
0 missing
MATS2pnumeric21 unique values
0 missing
Eig02_EA.bo.numeric22 unique values
0 missing
MATS2snumeric32 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
Eig02_EA.ed.numeric23 unique values
0 missing
MATS3enumeric33 unique values
0 missing
Eig02_EA.ri.numeric36 unique values
0 missing
MATS3inumeric30 unique values
0 missing
Eig03_AEA.bo.numeric25 unique values
0 missing
MATS3mnumeric31 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
MATS3pnumeric30 unique values
0 missing
Eig03_AEA.ed.numeric24 unique values
0 missing
MATS3snumeric36 unique values
0 missing
Eig03_AEA.ri.numeric36 unique values
0 missing
MATS3vnumeric33 unique values
0 missing
Eig03_EAnumeric25 unique values
0 missing
MATS4enumeric35 unique values
0 missing
Eig03_EA.bo.numeric25 unique values
0 missing
MATS4inumeric32 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS4mnumeric33 unique values
0 missing
Eig03_EA.ed.numeric24 unique values
0 missing
MATS4pnumeric35 unique values
0 missing
Eig03_EA.ri.numeric35 unique values
0 missing
MATS4snumeric34 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
MATS4vnumeric34 unique values
0 missing
Eig04_AEA.dm.numeric33 unique values
0 missing
MATS5enumeric31 unique values
0 missing
Eig04_AEA.ed.numeric25 unique values
0 missing
MATS5inumeric34 unique values
0 missing
Eig04_AEA.ri.numeric33 unique values
0 missing
MATS5mnumeric35 unique values
0 missing
Eig04_EAnumeric24 unique values
0 missing
MATS5pnumeric33 unique values
0 missing
Eig04_EA.bo.numeric21 unique values
0 missing
MATS5snumeric35 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
36
Number of instances (rows) of the dataset.
NumberOfFeatures
661
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
660
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.32
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.11
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
36
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.6
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.91
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
7670.03
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.91
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.07
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
6
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.72
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
2536.67
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.14
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.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
3.31
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
-0.51
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
26.02
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.15
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.48
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Quartile2KurtosisOfNumericAtts
1.02
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
18.36
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.14
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.
MeanSkewnessOfNumericAtts
0.31
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
8.86
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.28
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5724
0 runs - estimation_procedure: 50 times Clustering
Define a new task