Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742

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: CHEMBL4742 (TID: 100302), and it has 28 rows and 694 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.

696 features

pXC50 (target)numeric27 unique values
0 missing
molecule_id (row identifier)nominal28 unique values
0 missing
Eig03_EA.ed.numeric19 unique values
0 missing
MATS5pnumeric26 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig03_EA.ri.numeric24 unique values
0 missing
MATS5snumeric25 unique values
0 missing
AECCnumeric25 unique values
0 missing
Eig04_AEA.bo.numeric23 unique values
0 missing
MATS5vnumeric24 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
Eig04_AEA.dm.numeric24 unique values
0 missing
MATS6enumeric23 unique values
0 missing
ALOGP2numeric25 unique values
0 missing
Eig04_AEA.ed.numeric19 unique values
0 missing
MATS6inumeric23 unique values
0 missing
AMRnumeric25 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
MATS6mnumeric23 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig04_EAnumeric22 unique values
0 missing
MATS6pnumeric24 unique values
0 missing
ATS1enumeric22 unique values
0 missing
Eig04_EA.bo.numeric23 unique values
0 missing
MATS6snumeric23 unique values
0 missing
ATS1inumeric22 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS6vnumeric22 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
Eig04_EA.ed.numeric23 unique values
0 missing
MATS7enumeric24 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
Eig04_EA.ri.numeric23 unique values
0 missing
MATS7inumeric21 unique values
0 missing
ATS1snumeric26 unique values
0 missing
Eig05_AEA.bo.numeric23 unique values
0 missing
MATS7mnumeric21 unique values
0 missing
ATS1vnumeric21 unique values
0 missing
Eig05_AEA.dm.numeric26 unique values
0 missing
MATS7pnumeric22 unique values
0 missing
ATS2enumeric22 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
MATS7snumeric22 unique values
0 missing
ATS2inumeric22 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
MATS7vnumeric20 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
Eig05_EAnumeric24 unique values
0 missing
MATS8enumeric22 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
MATS8inumeric21 unique values
0 missing
ATS2snumeric26 unique values
0 missing
Eig05_EA.ed.numeric25 unique values
0 missing
MATS8mnumeric15 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
Eig05_EA.ri.numeric27 unique values
0 missing
MATS8pnumeric19 unique values
0 missing
ATS3enumeric24 unique values
0 missing
Eig06_AEA.bo.numeric24 unique values
0 missing
MATS8snumeric25 unique values
0 missing
ATS3inumeric26 unique values
0 missing
Eig06_AEA.dm.numeric23 unique values
0 missing
MATS8vnumeric20 unique values
0 missing
ATS3mnumeric26 unique values
0 missing
Eig06_AEA.ed.numeric25 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
ATS3pnumeric27 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
MAXDPnumeric28 unique values
0 missing
ATS3snumeric26 unique values
0 missing
Eig06_EAnumeric23 unique values
0 missing
MCDnumeric15 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
Eig06_EA.bo.numeric25 unique values
0 missing
MDDDnumeric25 unique values
0 missing
ATS4enumeric26 unique values
0 missing
Eig06_EA.ed.numeric25 unique values
0 missing
Menumeric11 unique values
0 missing
ATS4inumeric27 unique values
0 missing
Eig06_EA.ri.numeric27 unique values
0 missing
Minumeric10 unique values
0 missing
ATS4mnumeric27 unique values
0 missing
Eig07_AEA.bo.numeric25 unique values
0 missing
MLOGPnumeric22 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
MLOGP2numeric22 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
Mpnumeric11 unique values
0 missing
ATS4vnumeric27 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATS5enumeric27 unique values
0 missing
Eig07_EAnumeric25 unique values
0 missing
MPC02numeric14 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
MPC03numeric16 unique values
0 missing
ATS5mnumeric27 unique values
0 missing
Eig07_EA.ed.numeric24 unique values
0 missing
MPC04numeric16 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
MPC05numeric18 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig08_AEA.bo.numeric21 unique values
0 missing
MPC06numeric19 unique values
0 missing
ATS5vnumeric27 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATS6enumeric27 unique values
0 missing
Eig08_AEA.ed.numeric19 unique values
0 missing
MPC08numeric17 unique values
0 missing
ATS6inumeric27 unique values
0 missing
Eig08_AEA.ri.numeric20 unique values
0 missing
MPC09numeric19 unique values
0 missing
ATS6mnumeric26 unique values
0 missing
Eig08_EAnumeric20 unique values
0 missing
MPC10numeric20 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
Eig08_EA.bo.numeric20 unique values
0 missing
MSDnumeric25 unique values
0 missing
ATS6snumeric28 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
Mvnumeric11 unique values
0 missing
ATS6vnumeric27 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
MWnumeric22 unique values
0 missing
ATS7enumeric26 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATS7inumeric26 unique values
0 missing
Eig09_AEA.dm.numeric20 unique values
0 missing
MWC02numeric20 unique values
0 missing
ATS7mnumeric25 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
MWC03numeric21 unique values
0 missing
ATS7pnumeric25 unique values
0 missing
Eig09_AEA.ri.numeric21 unique values
0 missing
MWC04numeric24 unique values
0 missing
ATS7snumeric27 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
MWC05numeric25 unique values
0 missing
ATS7vnumeric26 unique values
0 missing
Eig09_EA.bo.numeric19 unique values
0 missing
MWC06numeric25 unique values
0 missing
ATS8enumeric24 unique values
0 missing
Eig09_EA.ed.numeric19 unique values
0 missing
MWC07numeric24 unique values
0 missing
ATS8inumeric24 unique values
0 missing
Eig09_EA.ri.numeric22 unique values
0 missing
MWC08numeric25 unique values
0 missing
ATS8mnumeric25 unique values
0 missing
Eig10_AEA.bo.numeric13 unique values
0 missing
MWC09numeric25 unique values
0 missing
ATS8pnumeric24 unique values
0 missing
Eig10_AEA.dm.numeric15 unique values
0 missing
MWC10numeric23 unique values
0 missing
ATS8snumeric27 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
N.numeric16 unique values
0 missing
ATS8vnumeric25 unique values
0 missing
Eig10_AEA.ri.numeric16 unique values
0 missing
N.066numeric3 unique values
0 missing
ATSC1enumeric19 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
N.067numeric3 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
N.068numeric3 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC1snumeric28 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
N.079numeric2 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
nATnumeric18 unique values
0 missing
ATSC2enumeric21 unique values
0 missing
Eig11_AEA.ed.numeric25 unique values
0 missing
nBMnumeric3 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
Eig11_AEA.ri.numeric17 unique values
0 missing
nBOnumeric12 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
nBTnumeric19 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
Eig11_EA.bo.numeric15 unique values
0 missing
nCnumeric10 unique values
0 missing
ATSC2snumeric28 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATSC3enumeric24 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Eig12_AEA.dm.numeric26 unique values
0 missing
nCrsnumeric5 unique values
0 missing
ATSC3mnumeric28 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
nCrtnumeric3 unique values
0 missing
ATSC3pnumeric28 unique values
0 missing
Eig12_AEA.ri.numeric27 unique values
0 missing
nCsnumeric6 unique values
0 missing
ATSC3snumeric28 unique values
0 missing
Eig12_EAnumeric24 unique values
0 missing
nCsp2numeric3 unique values
0 missing
ATSC3vnumeric28 unique values
0 missing
Eig12_EA.bo.numeric24 unique values
0 missing
nCsp3numeric11 unique values
0 missing
ATSC4enumeric23 unique values
0 missing
Eig12_EA.ed.numeric25 unique values
0 missing
nCtnumeric3 unique values
0 missing
ATSC4inumeric28 unique values
0 missing
Eig12_EA.ri.numeric28 unique values
0 missing
nDBnumeric3 unique values
0 missing
ATSC4mnumeric28 unique values
0 missing
Eig13_AEA.bo.numeric22 unique values
0 missing
NdOnumeric3 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
Eig13_AEA.dm.numeric25 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
ATSC4snumeric28 unique values
0 missing
Eig13_AEA.ed.numeric25 unique values
0 missing
NdssCnumeric2 unique values
0 missing
ATSC4vnumeric28 unique values
0 missing
Eig13_AEA.ri.numeric28 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC5enumeric26 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
nHnumeric15 unique values
0 missing
ATSC5inumeric28 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
nHAccnumeric5 unique values
0 missing
ATSC5mnumeric28 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
nHDonnumeric5 unique values
0 missing
ATSC5pnumeric28 unique values
0 missing
Eig13_EA.ri.numeric26 unique values
0 missing
nHetnumeric4 unique values
0 missing
ATSC5snumeric28 unique values
0 missing
Eig14_AEA.bo.numeric23 unique values
0 missing
nNnumeric2 unique values
0 missing
ATSC5vnumeric28 unique values
0 missing
Eig14_AEA.dm.numeric27 unique values
0 missing
nN.numeric2 unique values
0 missing
ATSC6enumeric27 unique values
0 missing
Eig14_AEA.ed.numeric20 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
Eig14_AEA.ri.numeric26 unique values
0 missing
nNqnumeric2 unique values
0 missing
ATSC6mnumeric28 unique values
0 missing
Eig14_EAnumeric24 unique values
0 missing
NNRSnumeric2 unique values
0 missing
ATSC6pnumeric28 unique values
0 missing
Eig14_EA.bo.numeric25 unique values
0 missing
nOnumeric3 unique values
0 missing
ATSC6snumeric28 unique values
0 missing
Eig14_EA.ed.numeric25 unique values
0 missing
nR06numeric3 unique values
0 missing
ATSC6vnumeric28 unique values
0 missing
Eig14_EA.ri.numeric26 unique values
0 missing
nRCONHRnumeric3 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Eig15_AEA.bo.numeric21 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
ATSC7inumeric26 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
nRNH2numeric3 unique values
0 missing
ATSC7mnumeric26 unique values
0 missing
Eig15_AEA.ed.numeric21 unique values
0 missing
nRNHRnumeric3 unique values
0 missing
ATSC7pnumeric26 unique values
0 missing
Eig15_AEA.ri.numeric25 unique values
0 missing
nRNR2numeric3 unique values
0 missing
ATSC7snumeric28 unique values
0 missing
Eig15_EAnumeric20 unique values
0 missing
NRSnumeric3 unique values
0 missing
ATSC7vnumeric26 unique values
0 missing
Eig15_EA.bo.numeric20 unique values
0 missing
NsCH3numeric2 unique values
0 missing
ATSC8enumeric25 unique values
0 missing
Eig15_EA.ed.numeric25 unique values
0 missing
nSKnumeric11 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
Eig15_EA.ri.numeric21 unique values
0 missing
NsNH2numeric3 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
NssCH2numeric10 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
NssNHnumeric3 unique values
0 missing
ATSC8snumeric28 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
ATSC8vnumeric25 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
NsssNnumeric3 unique values
0 missing
BACnumeric14 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
NssssN.numeric2 unique values
0 missing
BBInumeric14 unique values
0 missing
Eta_beta_Anumeric21 unique values
0 missing
O.numeric7 unique values
0 missing
BIC0numeric18 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
O.058numeric3 unique values
0 missing
BIC1numeric21 unique values
0 missing
Eta_betaP_Anumeric11 unique values
0 missing
ON0numeric18 unique values
0 missing
BIC2numeric26 unique values
0 missing
Eta_betaSnumeric17 unique values
0 missing
ON0Vnumeric25 unique values
0 missing
BIC3numeric26 unique values
0 missing
Eta_betaS_Anumeric17 unique values
0 missing
ON1numeric23 unique values
0 missing
BIC4numeric26 unique values
0 missing
Eta_Cnumeric28 unique values
0 missing
ON1Vnumeric28 unique values
0 missing
BIC5numeric26 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
PCDnumeric12 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
PCRnumeric8 unique values
0 missing
BLInumeric27 unique values
0 missing
Eta_epsi_Anumeric18 unique values
0 missing
PDInumeric14 unique values
0 missing
BLTA96numeric22 unique values
0 missing
Eta_Fnumeric28 unique values
0 missing
PHInumeric25 unique values
0 missing
BLTD48numeric22 unique values
0 missing
Eta_F_Anumeric23 unique values
0 missing
piIDnumeric25 unique values
0 missing
BLTF96numeric22 unique values
0 missing
Eta_FLnumeric19 unique values
0 missing
piPC01numeric13 unique values
0 missing
C.numeric14 unique values
0 missing
Eta_FL_Anumeric19 unique values
0 missing
piPC02numeric13 unique values
0 missing
C.002numeric4 unique values
0 missing
Eta_Lnumeric28 unique values
0 missing
piPC03numeric18 unique values
0 missing
C.003numeric3 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
piPC04numeric16 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
piPC05numeric19 unique values
0 missing
C.006numeric5 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
piPC06numeric20 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_sh_ynumeric25 unique values
0 missing
piPC07numeric19 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS1enumeric22 unique values
0 missing
piPC08numeric19 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
GATS1inumeric21 unique values
0 missing
piPC09numeric21 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
piPC10numeric21 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
GATS1pnumeric18 unique values
0 missing
PJI2numeric6 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
GATS1snumeric26 unique values
0 missing
Polnumeric16 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS1vnumeric22 unique values
0 missing
Psi_e_0numeric26 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS2enumeric23 unique values
0 missing
Psi_e_1numeric26 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS2inumeric18 unique values
0 missing
Psi_e_Anumeric25 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
Psi_i_0numeric25 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS2pnumeric25 unique values
0 missing
Psi_i_1numeric28 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
GATS2snumeric28 unique values
0 missing
Psi_i_Anumeric25 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS2vnumeric22 unique values
0 missing
Psi_i_snumeric25 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS3enumeric27 unique values
0 missing
Psi_i_tnumeric8 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS3inumeric26 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS3mnumeric28 unique values
0 missing
P_VSA_e_1numeric19 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS3pnumeric27 unique values
0 missing
P_VSA_e_2numeric21 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS3snumeric26 unique values
0 missing
P_VSA_e_3numeric8 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS3vnumeric27 unique values
0 missing
P_VSA_e_5numeric3 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS4enumeric27 unique values
0 missing
P_VSA_i_2numeric21 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS4inumeric26 unique values
0 missing
P_VSA_i_3numeric21 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS4mnumeric26 unique values
0 missing
P_VSA_i_4numeric8 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS4pnumeric24 unique values
0 missing
P_VSA_LogP_1numeric2 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS4snumeric25 unique values
0 missing
P_VSA_LogP_2numeric19 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS4vnumeric26 unique values
0 missing
P_VSA_LogP_3numeric5 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS5enumeric27 unique values
0 missing
P_VSA_LogP_4numeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS5inumeric25 unique values
0 missing
P_VSA_LogP_5numeric5 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS5mnumeric28 unique values
0 missing
P_VSA_LogP_7numeric19 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
P_VSA_m_1numeric19 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5snumeric26 unique values
0 missing
P_VSA_m_2numeric22 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS5vnumeric26 unique values
0 missing
P_VSA_m_3numeric3 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS6enumeric28 unique values
0 missing
P_VSA_MR_1numeric10 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS6inumeric21 unique values
0 missing
P_VSA_MR_2numeric9 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6mnumeric24 unique values
0 missing
P_VSA_MR_5numeric22 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS6pnumeric26 unique values
0 missing
P_VSA_MR_6numeric6 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GATS6snumeric26 unique values
0 missing
P_VSA_p_1numeric19 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS6vnumeric26 unique values
0 missing
P_VSA_p_2numeric14 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS7enumeric26 unique values
0 missing
P_VSA_p_3numeric21 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS7inumeric23 unique values
0 missing
P_VSA_s_2numeric19 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7mnumeric23 unique values
0 missing
P_VSA_s_3numeric16 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7pnumeric22 unique values
0 missing
P_VSA_s_4numeric7 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS7snumeric28 unique values
0 missing
P_VSA_s_5numeric4 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
P_VSA_s_6numeric7 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GATS8enumeric24 unique values
0 missing
P_VSA_v_1numeric19 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS8inumeric22 unique values
0 missing
P_VSA_v_2numeric14 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
GATS8mnumeric25 unique values
0 missing
P_VSA_v_3numeric21 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS8pnumeric22 unique values
0 missing
PW2numeric21 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS8snumeric27 unique values
0 missing
PW3numeric19 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS8vnumeric20 unique values
0 missing
PW4numeric18 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI1numeric7 unique values
0 missing
PW5numeric13 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GGI10numeric8 unique values
0 missing
Qindexnumeric7 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GGI2numeric10 unique values
0 missing
Ramnumeric5 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GGI3numeric9 unique values
0 missing
RBFnumeric24 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GGI4numeric16 unique values
0 missing
RBNnumeric7 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GGI5numeric17 unique values
0 missing
RCInumeric2 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
GGI6numeric13 unique values
0 missing
RDCHInumeric25 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GGI7numeric13 unique values
0 missing
RDSQnumeric25 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI8numeric12 unique values
0 missing
Rperimnumeric3 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI9numeric12 unique values
0 missing
S0Knumeric24 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GMTInumeric25 unique values
0 missing
S1Knumeric22 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
S2Knumeric25 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
GNarnumeric21 unique values
0 missing
S3Knumeric28 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
H.numeric17 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.046numeric5 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
H.047numeric8 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
H.049numeric2 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
H.050numeric5 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
H.051numeric3 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
H.052numeric6 unique values
0 missing
CENTnumeric25 unique values
0 missing
H.053numeric3 unique values
0 missing
Chi0_AEA.bo.numeric25 unique values
0 missing
HDcpxnumeric22 unique values
0 missing
Chi0_AEA.dm.numeric25 unique values
0 missing
HNarnumeric18 unique values
0 missing
Chi0_AEA.ed.numeric25 unique values
0 missing
HVcpxnumeric24 unique values
0 missing
Chi0_AEA.ri.numeric25 unique values
0 missing
Hynumeric22 unique values
0 missing
Chi0_EAnumeric25 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EA.bo.numeric25 unique values
0 missing
IACnumeric22 unique values
0 missing
Chi0_EA.dm.numeric19 unique values
0 missing
IC0numeric22 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
IC1numeric23 unique values
0 missing
Chi0_EA.ri.numeric28 unique values
0 missing
IC2numeric27 unique values
0 missing
Chi1_AEA.bo.numeric25 unique values
0 missing
IC3numeric27 unique values
0 missing
Chi1_AEA.dm.numeric25 unique values
0 missing
IC4numeric27 unique values
0 missing
Chi1_AEA.ed.numeric25 unique values
0 missing
IC5numeric27 unique values
0 missing
Chi1_AEA.ri.numeric25 unique values
0 missing
ICRnumeric19 unique values
0 missing
Chi1_EAnumeric25 unique values
0 missing
IDDEnumeric23 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
IDDMnumeric21 unique values
0 missing
Chi1_EA.dm.numeric17 unique values
0 missing
IDEnumeric25 unique values
0 missing
Chi1_EA.ed.numeric25 unique values
0 missing
IDETnumeric25 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
IDMnumeric24 unique values
0 missing
CIC0numeric22 unique values
0 missing
IDMTnumeric25 unique values
0 missing
CIC1numeric23 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC2numeric25 unique values
0 missing
ISIZnumeric18 unique values
0 missing
CIC3numeric28 unique values
0 missing
IVDEnumeric21 unique values
0 missing
CIC4numeric26 unique values
0 missing
IVDMnumeric21 unique values
0 missing
CIC5numeric28 unique values
0 missing
JGI1numeric20 unique values
0 missing
CIDnumeric22 unique values
0 missing
JGI10numeric3 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI2numeric21 unique values
0 missing
CSInumeric25 unique values
0 missing
JGI3numeric16 unique values
0 missing
DBInumeric15 unique values
0 missing
JGI4numeric15 unique values
0 missing
D.Dtr06numeric25 unique values
0 missing
JGI5numeric14 unique values
0 missing
DECCnumeric25 unique values
0 missing
JGI6numeric11 unique values
0 missing
DELSnumeric28 unique values
0 missing
JGI7numeric7 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI8numeric7 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGI9numeric5 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGTnumeric23 unique values
0 missing
DLS_04numeric5 unique values
0 missing
LLS_01numeric5 unique values
0 missing
DLS_05numeric2 unique values
0 missing
LLS_02numeric2 unique values
0 missing
DLS_06numeric2 unique values
0 missing
LOCnumeric23 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
LPRSnumeric25 unique values
0 missing
Dznumeric22 unique values
0 missing
MATS1enumeric21 unique values
0 missing
ECCnumeric24 unique values
0 missing
MATS1inumeric19 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
MATS1mnumeric19 unique values
0 missing
Eig01_AEA.dm.numeric17 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
Eig01_AEA.ed.numeric15 unique values
0 missing
MATS1snumeric22 unique values
0 missing
Eig01_AEA.ri.numeric22 unique values
0 missing
MATS1vnumeric16 unique values
0 missing
Eig01_EAnumeric17 unique values
0 missing
MATS2enumeric23 unique values
0 missing
Eig01_EA.bo.numeric14 unique values
0 missing
MATS2inumeric23 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
MATS2mnumeric21 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
MATS2pnumeric24 unique values
0 missing
Eig01_EA.ri.numeric21 unique values
0 missing
MATS2snumeric26 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
MATS2vnumeric25 unique values
0 missing
Eig02_AEA.dm.numeric23 unique values
0 missing
MATS3enumeric25 unique values
0 missing
Eig02_AEA.ed.numeric20 unique values
0 missing
MATS3inumeric24 unique values
0 missing
Eig02_AEA.ri.numeric22 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
Eig02_EAnumeric20 unique values
0 missing
MATS3pnumeric23 unique values
0 missing
Eig02_EA.bo.numeric20 unique values
0 missing
MATS3snumeric26 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
MATS3vnumeric24 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
MATS4enumeric25 unique values
0 missing
Eig02_EA.ri.numeric23 unique values
0 missing
MATS4inumeric24 unique values
0 missing
Eig03_AEA.bo.numeric21 unique values
0 missing
MATS4mnumeric22 unique values
0 missing
Eig03_AEA.dm.numeric21 unique values
0 missing
MATS4pnumeric23 unique values
0 missing
Eig03_AEA.ed.numeric20 unique values
0 missing
MATS4snumeric24 unique values
0 missing
Eig03_AEA.ri.numeric23 unique values
0 missing
MATS4vnumeric23 unique values
0 missing
Eig03_EAnumeric21 unique values
0 missing
MATS5enumeric23 unique values
0 missing
Eig03_EA.bo.numeric22 unique values
0 missing
MATS5inumeric25 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS5mnumeric22 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
28
Number of instances (rows) of the dataset.
NumberOfFeatures
696
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
695
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxMeansOfNumericAtts
21177.53
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
0.18
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.47
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.29
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.29
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
0.48
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
7958.75
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.37
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.95
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
0.32
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
0.8
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
84.74
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.21
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.69
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
First quartile of standard deviation of attributes of the numeric type.
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
24.86
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.89
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.38
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.64
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
28.07
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
-0.01
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.16
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.3
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
28
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-6.4
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4742
0 runs - estimation_procedure: 50 times Clustering
Define a new task