Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2368 (TID: 10453), and it has 35 rows and 750 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.

752 features

pXC50 (target)numeric30 unique values
0 missing
molecule_id (row identifier)nominal35 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
MATS8enumeric26 unique values
0 missing
GATS6mnumeric27 unique values
0 missing
Eig05_EA.ri.numeric28 unique values
0 missing
MATS8inumeric27 unique values
0 missing
GATS3enumeric24 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
MATS8mnumeric27 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig06_AEA.dm.numeric16 unique values
0 missing
MATS8pnumeric27 unique values
0 missing
AECCnumeric16 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
MATS8snumeric25 unique values
0 missing
ALOGPnumeric30 unique values
0 missing
Eig06_AEA.ri.numeric24 unique values
0 missing
MATS8vnumeric29 unique values
0 missing
ALOGP2numeric30 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
MAXDNnumeric21 unique values
0 missing
AMRnumeric30 unique values
0 missing
Eig06_EA.bo.numeric17 unique values
0 missing
MAXDPnumeric27 unique values
0 missing
AMWnumeric14 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
MCDnumeric12 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig06_EA.ri.numeric29 unique values
0 missing
MDDDnumeric18 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
Menumeric10 unique values
0 missing
ATS1inumeric14 unique values
0 missing
Eig07_AEA.dm.numeric18 unique values
0 missing
Minumeric13 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig07_AEA.ed.numeric10 unique values
0 missing
MLOGPnumeric13 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig07_AEA.ri.numeric27 unique values
0 missing
MLOGP2numeric13 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
Mpnumeric13 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
MPC01numeric10 unique values
0 missing
ATS2enumeric14 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
MPC02numeric13 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig07_EA.ri.numeric25 unique values
0 missing
MPC03numeric12 unique values
0 missing
ATS2mnumeric20 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
MPC04numeric13 unique values
0 missing
ATS2pnumeric20 unique values
0 missing
Eig08_AEA.dm.numeric20 unique values
0 missing
MPC05numeric14 unique values
0 missing
ATS2snumeric21 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
MPC06numeric15 unique values
0 missing
ATS2vnumeric20 unique values
0 missing
Eig08_AEA.ri.numeric27 unique values
0 missing
MPC07numeric16 unique values
0 missing
ATS3enumeric21 unique values
0 missing
Eig08_EAnumeric14 unique values
0 missing
MPC08numeric17 unique values
0 missing
ATS3inumeric22 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
MPC09numeric18 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
Eig08_EA.ed.numeric17 unique values
0 missing
MPC10numeric18 unique values
0 missing
ATS3pnumeric30 unique values
0 missing
Eig08_EA.ri.numeric27 unique values
0 missing
MSDnumeric18 unique values
0 missing
ATS3snumeric29 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
Mvnumeric14 unique values
0 missing
ATS3vnumeric30 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
MWnumeric14 unique values
0 missing
ATS4enumeric28 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
MWC01numeric10 unique values
0 missing
ATS4inumeric29 unique values
0 missing
Eig09_AEA.ri.numeric26 unique values
0 missing
MWC02numeric14 unique values
0 missing
ATS4mnumeric29 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
MWC03numeric17 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
Eig09_EA.bo.numeric19 unique values
0 missing
MWC04numeric17 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
MWC05numeric17 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
Eig09_EA.ri.numeric27 unique values
0 missing
MWC06numeric16 unique values
0 missing
ATS5enumeric29 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
MWC07numeric18 unique values
0 missing
ATS5inumeric30 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
MWC08numeric17 unique values
0 missing
ATS5mnumeric30 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
MWC09numeric18 unique values
0 missing
ATS5pnumeric26 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
MWC10numeric17 unique values
0 missing
ATS5snumeric28 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
N.numeric9 unique values
0 missing
ATS5vnumeric27 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
N.066numeric2 unique values
0 missing
ATS6enumeric30 unique values
0 missing
Eig10_EA.ed.numeric17 unique values
0 missing
N.067numeric2 unique values
0 missing
ATS6inumeric29 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATS6pnumeric29 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATS6snumeric29 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
nABnumeric4 unique values
0 missing
ATS6vnumeric30 unique values
0 missing
Eig11_AEA.ri.numeric24 unique values
0 missing
nArXnumeric2 unique values
0 missing
ATS7enumeric29 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
nATnumeric12 unique values
0 missing
ATS7inumeric29 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
Eig11_EA.ed.numeric16 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATS7pnumeric29 unique values
0 missing
Eig11_EA.ri.numeric19 unique values
0 missing
nBOnumeric10 unique values
0 missing
ATS7snumeric28 unique values
0 missing
Eig12_AEA.bo.numeric17 unique values
0 missing
nBTnumeric11 unique values
0 missing
ATS7vnumeric28 unique values
0 missing
Eig12_AEA.dm.numeric19 unique values
0 missing
nCnumeric8 unique values
0 missing
ATS8enumeric29 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
nCarnumeric4 unique values
0 missing
ATS8inumeric29 unique values
0 missing
Eig12_AEA.ri.numeric26 unique values
0 missing
nCb.numeric3 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
nCbHnumeric3 unique values
0 missing
ATS8pnumeric29 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig12_EA.ed.numeric17 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eig12_EA.ri.numeric25 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
nCpnumeric4 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eig13_AEA.dm.numeric18 unique values
0 missing
nCqnumeric2 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
Eig13_AEA.ed.numeric17 unique values
0 missing
nCrqnumeric2 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
Eig13_AEA.ri.numeric25 unique values
0 missing
nCrsnumeric5 unique values
0 missing
ATSC1snumeric21 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
nCrtnumeric3 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
nCsnumeric8 unique values
0 missing
ATSC2enumeric20 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
nCsp2numeric4 unique values
0 missing
ATSC2inumeric19 unique values
0 missing
Eig13_EA.ri.numeric24 unique values
0 missing
nCsp3numeric9 unique values
0 missing
ATSC2mnumeric20 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
nCtnumeric3 unique values
0 missing
ATSC2pnumeric20 unique values
0 missing
Eig14_AEA.dm.numeric19 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC2snumeric30 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC2vnumeric19 unique values
0 missing
Eig14_AEA.ri.numeric26 unique values
0 missing
nHnumeric8 unique values
0 missing
ATSC3enumeric28 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
nHAccnumeric2 unique values
0 missing
ATSC3inumeric29 unique values
0 missing
Eig14_EA.bo.numeric17 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
nHetnumeric3 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eig14_EA.ri.numeric25 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATSC3snumeric30 unique values
0 missing
Eig15_AEA.bo.numeric19 unique values
0 missing
NNRSnumeric3 unique values
0 missing
ATSC3vnumeric30 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
nOnumeric2 unique values
0 missing
ATSC4enumeric28 unique values
0 missing
Eig15_AEA.ed.numeric9 unique values
0 missing
nR05numeric3 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
Eig15_AEA.ri.numeric23 unique values
0 missing
nR06numeric4 unique values
0 missing
ATSC4mnumeric30 unique values
0 missing
Eig15_EAnumeric13 unique values
0 missing
nR07numeric2 unique values
0 missing
ATSC4pnumeric30 unique values
0 missing
Eig15_EA.bo.numeric16 unique values
0 missing
nR08numeric2 unique values
0 missing
ATSC4snumeric30 unique values
0 missing
Eig15_EA.ed.numeric17 unique values
0 missing
nR09numeric2 unique values
0 missing
ATSC4vnumeric30 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
nR10numeric4 unique values
0 missing
ATSC5enumeric23 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
nR11numeric2 unique values
0 missing
ATSC5inumeric30 unique values
0 missing
Eta_alpha_Anumeric6 unique values
0 missing
nRNH2numeric2 unique values
0 missing
ATSC5mnumeric30 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
ATSC5pnumeric30 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
nRORnumeric2 unique values
0 missing
ATSC5snumeric30 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
NRSnumeric2 unique values
0 missing
ATSC5vnumeric30 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
nSnumeric2 unique values
0 missing
ATSC6enumeric27 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
NsCH3numeric4 unique values
0 missing
ATSC6inumeric30 unique values
0 missing
Eta_betaP_Anumeric12 unique values
0 missing
NsClnumeric2 unique values
0 missing
ATSC6mnumeric30 unique values
0 missing
Eta_betaSnumeric12 unique values
0 missing
nSKnumeric8 unique values
0 missing
ATSC6pnumeric30 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
NsNH2numeric2 unique values
0 missing
ATSC6snumeric30 unique values
0 missing
Eta_Cnumeric30 unique values
0 missing
NssCH2numeric6 unique values
0 missing
ATSC6vnumeric30 unique values
0 missing
Eta_C_Anumeric30 unique values
0 missing
NssNHnumeric2 unique values
0 missing
ATSC7enumeric27 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
NssOnumeric2 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
Eta_epsi_Anumeric11 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
ATSC7mnumeric29 unique values
0 missing
Eta_Fnumeric30 unique values
0 missing
NssssCnumeric2 unique values
0 missing
ATSC7pnumeric29 unique values
0 missing
Eta_F_Anumeric30 unique values
0 missing
nThiophenesnumeric2 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
Eta_FLnumeric13 unique values
0 missing
nXnumeric2 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
Eta_FL_Anumeric17 unique values
0 missing
O.numeric10 unique values
0 missing
ATSC8enumeric27 unique values
0 missing
Eta_Lnumeric21 unique values
0 missing
O.059numeric2 unique values
0 missing
ATSC8inumeric28 unique values
0 missing
Eta_L_Anumeric21 unique values
0 missing
ON0numeric15 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
Eta_sh_pnumeric16 unique values
0 missing
ON0Vnumeric16 unique values
0 missing
ATSC8pnumeric28 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
ON1numeric17 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
ON1Vnumeric18 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
GATS1enumeric11 unique values
0 missing
PCDnumeric15 unique values
0 missing
BACnumeric11 unique values
0 missing
GATS1inumeric14 unique values
0 missing
PCRnumeric14 unique values
0 missing
BBInumeric13 unique values
0 missing
GATS1mnumeric13 unique values
0 missing
PDInumeric17 unique values
0 missing
BIC0numeric14 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
PHInumeric18 unique values
0 missing
BIC1numeric19 unique values
0 missing
GATS1snumeric18 unique values
0 missing
piIDnumeric15 unique values
0 missing
BIC2numeric20 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
piPC01numeric13 unique values
0 missing
BIC3numeric18 unique values
0 missing
GATS2enumeric18 unique values
0 missing
piPC02numeric14 unique values
0 missing
BIC4numeric17 unique values
0 missing
GATS2inumeric20 unique values
0 missing
piPC03numeric16 unique values
0 missing
BIC5numeric17 unique values
0 missing
GATS2mnumeric19 unique values
0 missing
piPC04numeric17 unique values
0 missing
BIDnumeric12 unique values
0 missing
GATS2pnumeric20 unique values
0 missing
piPC05numeric18 unique values
0 missing
BLInumeric20 unique values
0 missing
GATS2snumeric20 unique values
0 missing
piPC06numeric19 unique values
0 missing
BLTA96numeric13 unique values
0 missing
GATS2vnumeric18 unique values
0 missing
piPC07numeric16 unique values
0 missing
BLTD48numeric13 unique values
0 missing
GATS3inumeric28 unique values
0 missing
piPC08numeric18 unique values
0 missing
BLTF96numeric13 unique values
0 missing
GATS3mnumeric30 unique values
0 missing
piPC09numeric18 unique values
0 missing
C.numeric13 unique values
0 missing
GATS3pnumeric30 unique values
0 missing
piPC10numeric19 unique values
0 missing
C.001numeric4 unique values
0 missing
GATS3snumeric21 unique values
0 missing
PJI2numeric4 unique values
0 missing
C.002numeric7 unique values
0 missing
GATS3vnumeric27 unique values
0 missing
Polnumeric12 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS4enumeric24 unique values
0 missing
Psi_e_0numeric20 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS4inumeric26 unique values
0 missing
Psi_e_1numeric22 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS4mnumeric30 unique values
0 missing
Psi_e_Anumeric17 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS4pnumeric29 unique values
0 missing
Psi_i_0numeric18 unique values
0 missing
C.024numeric5 unique values
0 missing
GATS4snumeric27 unique values
0 missing
Psi_i_1numeric20 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS4vnumeric27 unique values
0 missing
Psi_i_Anumeric17 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS5enumeric29 unique values
0 missing
Psi_i_snumeric18 unique values
0 missing
C.034numeric3 unique values
0 missing
GATS5inumeric28 unique values
0 missing
Psi_i_tnumeric3 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS5mnumeric30 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS5pnumeric28 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS5snumeric27 unique values
0 missing
P_VSA_e_1numeric9 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS5vnumeric28 unique values
0 missing
P_VSA_e_2numeric18 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
GATS6enumeric28 unique values
0 missing
P_VSA_e_3numeric2 unique values
0 missing
CATS2D_02_ALnumeric2 unique values
0 missing
GATS6inumeric28 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS6pnumeric28 unique values
0 missing
P_VSA_e_5numeric2 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
GATS6snumeric29 unique values
0 missing
P_VSA_i_1numeric2 unique values
0 missing
CATS2D_03_ALnumeric2 unique values
0 missing
GATS6vnumeric29 unique values
0 missing
P_VSA_i_2numeric18 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS7enumeric29 unique values
0 missing
P_VSA_i_3numeric9 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS7inumeric27 unique values
0 missing
P_VSA_i_4numeric2 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS7mnumeric26 unique values
0 missing
P_VSA_LogP_1numeric4 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS7pnumeric29 unique values
0 missing
P_VSA_LogP_2numeric8 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS7snumeric28 unique values
0 missing
P_VSA_LogP_3numeric8 unique values
0 missing
CATS2D_04_ALnumeric2 unique values
0 missing
GATS7vnumeric29 unique values
0 missing
P_VSA_LogP_4numeric2 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS8enumeric29 unique values
0 missing
P_VSA_LogP_5numeric5 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS8inumeric28 unique values
0 missing
P_VSA_LogP_6numeric5 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS8mnumeric26 unique values
0 missing
P_VSA_LogP_7numeric11 unique values
0 missing
CATS2D_05_ALnumeric2 unique values
0 missing
GATS8pnumeric28 unique values
0 missing
P_VSA_m_1numeric9 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS8snumeric28 unique values
0 missing
P_VSA_m_2numeric18 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS8vnumeric28 unique values
0 missing
P_VSA_m_3numeric2 unique values
0 missing
CATS2D_05_LLnumeric11 unique values
0 missing
GGI1numeric8 unique values
0 missing
P_VSA_m_4numeric3 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GGI10numeric8 unique values
0 missing
P_VSA_MR_1numeric15 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GGI2numeric6 unique values
0 missing
P_VSA_MR_2numeric2 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GGI3numeric10 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GGI4numeric12 unique values
0 missing
P_VSA_MR_5numeric15 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GGI5numeric12 unique values
0 missing
P_VSA_MR_6numeric8 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GGI6numeric14 unique values
0 missing
P_VSA_MR_8numeric3 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GGI7numeric15 unique values
0 missing
P_VSA_p_1numeric9 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GGI8numeric14 unique values
0 missing
P_VSA_p_2numeric2 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GGI9numeric14 unique values
0 missing
P_VSA_p_3numeric18 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GMTInumeric18 unique values
0 missing
P_VSA_s_2numeric9 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
GMTIVnumeric30 unique values
0 missing
P_VSA_s_3numeric15 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GNarnumeric16 unique values
0 missing
P_VSA_s_4numeric12 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
H.numeric12 unique values
0 missing
P_VSA_s_5numeric2 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
H.046numeric10 unique values
0 missing
P_VSA_s_6numeric3 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
H.047numeric5 unique values
0 missing
P_VSA_v_1numeric9 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
H.048numeric3 unique values
0 missing
P_VSA_v_2numeric2 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
H.050numeric2 unique values
0 missing
P_VSA_v_3numeric18 unique values
0 missing
CENTnumeric18 unique values
0 missing
H.051numeric5 unique values
0 missing
PW2numeric14 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
H.052numeric2 unique values
0 missing
PW3numeric13 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
PW4numeric17 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
HNarnumeric10 unique values
0 missing
PW5numeric13 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
HVcpxnumeric18 unique values
0 missing
Qindexnumeric8 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
Hynumeric12 unique values
0 missing
Ramnumeric5 unique values
0 missing
Chi0_EA.bo.numeric19 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
RBFnumeric15 unique values
0 missing
Chi0_EA.dm.numeric9 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
RBNnumeric6 unique values
0 missing
Chi0_EA.ed.numeric17 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Rbridnumeric3 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
IACnumeric14 unique values
0 missing
RCInumeric6 unique values
0 missing
Chi1_AEA.bo.numeric17 unique values
0 missing
IC0numeric14 unique values
0 missing
RDCHInumeric18 unique values
0 missing
Chi1_AEA.dm.numeric17 unique values
0 missing
IC1numeric20 unique values
0 missing
RDSQnumeric18 unique values
0 missing
Chi1_AEA.ed.numeric17 unique values
0 missing
IC2numeric21 unique values
0 missing
RFDnumeric6 unique values
0 missing
Chi1_AEA.ri.numeric17 unique values
0 missing
IC3numeric19 unique values
0 missing
Rperimnumeric5 unique values
0 missing
Chi1_EAnumeric17 unique values
0 missing
IC4numeric17 unique values
0 missing
S0Knumeric16 unique values
0 missing
Chi1_EA.bo.numeric19 unique values
0 missing
IC5numeric17 unique values
0 missing
S.107numeric2 unique values
0 missing
Chi1_EA.dm.numeric9 unique values
0 missing
ICRnumeric16 unique values
0 missing
S1Knumeric14 unique values
0 missing
Chi1_EA.ed.numeric18 unique values
0 missing
IDDEnumeric15 unique values
0 missing
S2Knumeric18 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
IDDMnumeric16 unique values
0 missing
S3Knumeric16 unique values
0 missing
CIC0numeric14 unique values
0 missing
IDEnumeric17 unique values
0 missing
SAaccnumeric2 unique values
0 missing
CIC1numeric21 unique values
0 missing
IDETnumeric18 unique values
0 missing
SaaCHnumeric30 unique values
0 missing
CIC2numeric21 unique values
0 missing
IDMnumeric17 unique values
0 missing
SaaSnumeric28 unique values
0 missing
CIC3numeric20 unique values
0 missing
IDMTnumeric18 unique values
0 missing
SaasCnumeric30 unique values
0 missing
CIC4numeric16 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SAdonnumeric2 unique values
0 missing
CIC5numeric17 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SAtotnumeric18 unique values
0 missing
CIDnumeric17 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SCBOnumeric13 unique values
0 missing
Cl.090numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Senumeric14 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ISIZnumeric12 unique values
0 missing
Sinumeric14 unique values
0 missing
CSInumeric17 unique values
0 missing
IVDEnumeric16 unique values
0 missing
SIC0numeric13 unique values
0 missing
DBInumeric11 unique values
0 missing
IVDMnumeric16 unique values
0 missing
SIC1numeric21 unique values
0 missing
D.Dtr05numeric16 unique values
0 missing
JGI1numeric17 unique values
0 missing
SIC2numeric21 unique values
0 missing
D.Dtr06numeric18 unique values
0 missing
JGI10numeric7 unique values
0 missing
SIC3numeric17 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
JGI2numeric14 unique values
0 missing
SIC4numeric17 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
JGI3numeric12 unique values
0 missing
SIC5numeric17 unique values
0 missing
D.Dtr09numeric16 unique values
0 missing
JGI4numeric13 unique values
0 missing
SM02_AEA.bo.numeric16 unique values
0 missing
D.Dtr10numeric18 unique values
0 missing
JGI5numeric10 unique values
0 missing
SM02_AEA.dm.numeric14 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
JGI6numeric10 unique values
0 missing
SM02_AEA.ed.numeric16 unique values
0 missing
DECCnumeric15 unique values
0 missing
JGI7numeric9 unique values
0 missing
SM02_AEA.ri.numeric16 unique values
0 missing
DELSnumeric29 unique values
0 missing
JGI8numeric10 unique values
0 missing
SM02_EAnumeric13 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI9numeric10 unique values
0 missing
SM02_EA.bo.numeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGTnumeric18 unique values
0 missing
SM02_EA.dm.numeric3 unique values
0 missing
DLS_02numeric2 unique values
0 missing
LLS_01numeric5 unique values
0 missing
SM02_EA.ed.numeric18 unique values
0 missing
DLS_04numeric2 unique values
0 missing
LLS_02numeric2 unique values
0 missing
SM02_EA.ri.numeric16 unique values
0 missing
DLS_05numeric2 unique values
0 missing
LOCnumeric15 unique values
0 missing
SM03_AEA.bo.numeric17 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
LPRSnumeric18 unique values
0 missing
SM03_AEA.dm.numeric18 unique values
0 missing
Dznumeric10 unique values
0 missing
MATS1enumeric13 unique values
0 missing
SM03_AEA.ed.numeric18 unique values
0 missing
ECCnumeric16 unique values
0 missing
MATS1inumeric12 unique values
0 missing
SM03_AEA.ri.numeric17 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
MATS1mnumeric14 unique values
0 missing
SM03_EAnumeric6 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
MATS1pnumeric12 unique values
0 missing
SM03_EA.bo.numeric8 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
MATS1snumeric19 unique values
0 missing
SM03_EA.ed.numeric12 unique values
0 missing
Eig01_AEA.ri.numeric19 unique values
0 missing
MATS1vnumeric13 unique values
0 missing
SM03_EA.ri.numeric10 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
MATS2enumeric19 unique values
0 missing
SM04_AEA.bo.numeric19 unique values
0 missing
Eig01_EA.bo.numeric12 unique values
0 missing
MATS2inumeric19 unique values
0 missing
SM04_AEA.dm.numeric15 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
MATS2mnumeric19 unique values
0 missing
SM04_AEA.ed.numeric18 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
MATS2pnumeric17 unique values
0 missing
SM04_AEA.ri.numeric18 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
MATS2snumeric21 unique values
0 missing
SM04_EAnumeric17 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
MATS2vnumeric18 unique values
0 missing
SM04_EA.bo.numeric19 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
MATS3enumeric25 unique values
0 missing
SM04_EA.dm.numeric3 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
MATS3inumeric28 unique values
0 missing
SM04_EA.ed.numeric18 unique values
0 missing
Eig02_AEA.ri.numeric24 unique values
0 missing
MATS3mnumeric27 unique values
0 missing
SM04_EA.ri.numeric27 unique values
0 missing
Eig02_EAnumeric15 unique values
0 missing
MATS3pnumeric29 unique values
0 missing
SM05_AEA.bo.numeric19 unique values
0 missing
Eig02_EA.bo.numeric14 unique values
0 missing
MATS3snumeric22 unique values
0 missing
SM05_AEA.dm.numeric14 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS3vnumeric28 unique values
0 missing
SM05_AEA.ed.numeric18 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
MATS4enumeric21 unique values
0 missing
SM05_AEA.ri.numeric17 unique values
0 missing
Eig02_EA.ri.numeric23 unique values
0 missing
MATS4inumeric28 unique values
0 missing
SM05_EAnumeric13 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
MATS4mnumeric30 unique values
0 missing
SM05_EA.bo.numeric14 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
MATS4pnumeric28 unique values
0 missing
SM05_EA.ed.numeric15 unique values
0 missing
Eig03_AEA.ed.numeric14 unique values
0 missing
MATS4snumeric25 unique values
0 missing
SM05_EA.ri.numeric22 unique values
0 missing
Eig03_AEA.ri.numeric26 unique values
0 missing
MATS4vnumeric28 unique values
0 missing
SM06_AEA.bo.numeric19 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
MATS5enumeric23 unique values
0 missing
SM06_AEA.dm.numeric15 unique values
0 missing
Eig03_EA.bo.numeric15 unique values
0 missing
MATS5inumeric29 unique values
0 missing
Eig03_EA.ed.numeric17 unique values
0 missing
MATS5mnumeric29 unique values
0 missing
Eig03_EA.ri.numeric28 unique values
0 missing
MATS5pnumeric28 unique values
0 missing
Eig04_AEA.bo.numeric17 unique values
0 missing
MATS5snumeric18 unique values
0 missing
Eig04_AEA.dm.numeric19 unique values
0 missing
MATS5vnumeric28 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
MATS6enumeric27 unique values
0 missing
Eig04_AEA.ri.numeric25 unique values
0 missing
MATS6inumeric28 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
MATS6mnumeric29 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
MATS6pnumeric29 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
MATS6snumeric28 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
MATS6vnumeric27 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
MATS7enumeric26 unique values
0 missing
Eig05_AEA.dm.numeric17 unique values
0 missing
MATS7inumeric26 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
MATS7mnumeric26 unique values
0 missing
Eig05_AEA.ri.numeric26 unique values
0 missing
MATS7pnumeric27 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
MATS7snumeric23 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
MATS7vnumeric27 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
35
Number of instances (rows) of the dataset.
NumberOfFeatures
752
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
751
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
21.49
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.29
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
0.58
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.46
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
11.09
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
0.22
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
0.22
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
35
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.12
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
10975.43
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
3.99
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
6.63
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.92
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
5.92
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
0.9
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
2569.85
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.78
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.85
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
0.61
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
4.25
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
44.78
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.26
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.37
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.1
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-CHEMBL2368
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2368
0 runs - estimation_procedure: 50 times Clustering
Define a new task