Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000

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: CHEMBL3000 (TID: 208), and it has 22 rows and 500 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.

502 features

pXC50 (target)numeric20 unique values
0 missing
molecule_id (row identifier)nominal22 unique values
0 missing
CENTnumeric22 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
Chi0_AEA.bo.numeric22 unique values
0 missing
nOnumeric9 unique values
0 missing
Chi0_AEA.dm.numeric22 unique values
0 missing
P_VSA_e_5numeric15 unique values
0 missing
Chi0_AEA.ed.numeric22 unique values
0 missing
SssOnumeric16 unique values
0 missing
Chi0_AEA.ri.numeric22 unique values
0 missing
NssOnumeric3 unique values
0 missing
Chi0_EAnumeric22 unique values
0 missing
O.060numeric4 unique values
0 missing
Chi0_EA.bo.numeric22 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
Chi0_EA.dm.numeric21 unique values
0 missing
JGI4numeric13 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
P_VSA_s_6numeric18 unique values
0 missing
Chi0_EA.ri.numeric22 unique values
0 missing
SpMax_EA.ri.numeric18 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
P_VSA_i_4numeric16 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
SpDiam_AEA.ri.numeric22 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
MATS6mnumeric21 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
Eta_Fnumeric22 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
P_VSA_LogP_4numeric15 unique values
0 missing
Chi1_EA.bo.numeric22 unique values
0 missing
MATS6snumeric19 unique values
0 missing
Chi1_EA.dm.numeric22 unique values
0 missing
MATS6enumeric22 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
AACnumeric22 unique values
0 missing
Chi1_EA.ri.numeric22 unique values
0 missing
AECCnumeric21 unique values
0 missing
CIC0numeric21 unique values
0 missing
ALOGPnumeric22 unique values
0 missing
CIC1numeric21 unique values
0 missing
ALOGP2numeric22 unique values
0 missing
CIC2numeric21 unique values
0 missing
AMRnumeric22 unique values
0 missing
CIC3numeric22 unique values
0 missing
AMWnumeric22 unique values
0 missing
CIC4numeric22 unique values
0 missing
ARRnumeric14 unique values
0 missing
CIC5numeric21 unique values
0 missing
ATS1enumeric22 unique values
0 missing
CIDnumeric22 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1snumeric22 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
CSInumeric22 unique values
0 missing
ATS2enumeric21 unique values
0 missing
DBInumeric20 unique values
0 missing
ATS2inumeric21 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
ATS2mnumeric21 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
D.Dtr05numeric21 unique values
0 missing
ATS2snumeric22 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
ATS2vnumeric21 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
ATS3enumeric22 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
ATS3inumeric21 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
ATS3mnumeric22 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
ATS3pnumeric21 unique values
0 missing
DECCnumeric22 unique values
0 missing
ATS3snumeric22 unique values
0 missing
DELSnumeric22 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4enumeric22 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS4inumeric22 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4mnumeric22 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ATS4pnumeric22 unique values
0 missing
DLS_04numeric6 unique values
0 missing
ATS4snumeric22 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATS4vnumeric20 unique values
0 missing
DLS_06numeric6 unique values
0 missing
ATS5enumeric20 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATS5inumeric21 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
ATS5mnumeric22 unique values
0 missing
Dznumeric21 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
ECCnumeric22 unique values
0 missing
ATS5snumeric22 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
ATS5vnumeric22 unique values
0 missing
Eig01_AEA.dm.numeric17 unique values
0 missing
ATS6enumeric21 unique values
0 missing
Eig01_AEA.ed.numeric17 unique values
0 missing
ATS6inumeric22 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig01_EAnumeric17 unique values
0 missing
ATS6pnumeric22 unique values
0 missing
Eig01_EA.bo.numeric17 unique values
0 missing
ATS6snumeric22 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
ATS6vnumeric22 unique values
0 missing
Eig01_EA.ed.numeric17 unique values
0 missing
ATS7enumeric22 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
ATS7inumeric22 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
ATS7pnumeric22 unique values
0 missing
Eig02_AEA.ri.numeric19 unique values
0 missing
ATS7snumeric22 unique values
0 missing
Eig02_EAnumeric18 unique values
0 missing
ATS7vnumeric22 unique values
0 missing
Eig02_EA.bo.numeric21 unique values
0 missing
ATS8enumeric22 unique values
0 missing
Eig02_EA.dm.numeric14 unique values
0 missing
ATS8inumeric22 unique values
0 missing
Eig02_EA.ed.numeric19 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
Eig02_EA.ri.numeric19 unique values
0 missing
ATS8pnumeric22 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
ATS8snumeric22 unique values
0 missing
Eig03_AEA.dm.numeric21 unique values
0 missing
ATS8vnumeric22 unique values
0 missing
Eig03_AEA.ed.numeric21 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
Eig03_AEA.ri.numeric22 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
Eig03_EAnumeric22 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig03_EA.bo.numeric22 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig03_EA.dm.numeric19 unique values
0 missing
ATSC1snumeric22 unique values
0 missing
Eig03_EA.ed.numeric21 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig03_EA.ri.numeric22 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
Eig04_AEA.dm.numeric21 unique values
0 missing
ATSC2mnumeric22 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
ATSC2snumeric22 unique values
0 missing
Eig04_EAnumeric22 unique values
0 missing
ATSC2vnumeric22 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
ATSC3enumeric22 unique values
0 missing
Eig04_EA.dm.numeric19 unique values
0 missing
ATSC3inumeric22 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
ATSC3mnumeric22 unique values
0 missing
Eig04_EA.ri.numeric21 unique values
0 missing
ATSC3pnumeric22 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
ATSC3snumeric22 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
ATSC3vnumeric22 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
ATSC4enumeric22 unique values
0 missing
Eig05_AEA.ri.numeric22 unique values
0 missing
ATSC4inumeric21 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
ATSC4mnumeric22 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
ATSC4pnumeric22 unique values
0 missing
Eig05_EA.dm.numeric16 unique values
0 missing
ATSC4snumeric22 unique values
0 missing
Eig05_EA.ed.numeric22 unique values
0 missing
ATSC4vnumeric22 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
ATSC5enumeric22 unique values
0 missing
Eig06_AEA.bo.numeric22 unique values
0 missing
ATSC5inumeric22 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
ATSC5mnumeric22 unique values
0 missing
Eig06_AEA.ed.numeric22 unique values
0 missing
ATSC5pnumeric22 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
ATSC5snumeric22 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
ATSC5vnumeric22 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
ATSC6enumeric22 unique values
0 missing
Eig06_EA.dm.numeric14 unique values
0 missing
ATSC6inumeric22 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
ATSC6mnumeric22 unique values
0 missing
Eig06_EA.ri.numeric20 unique values
0 missing
ATSC6pnumeric22 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
ATSC6snumeric22 unique values
0 missing
Eig07_AEA.dm.numeric20 unique values
0 missing
ATSC6vnumeric22 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
ATSC7enumeric22 unique values
0 missing
Eig07_AEA.ri.numeric21 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
ATSC7mnumeric22 unique values
0 missing
Eig07_EA.bo.numeric21 unique values
0 missing
ATSC7pnumeric22 unique values
0 missing
Eig07_EA.dm.numeric17 unique values
0 missing
ATSC7snumeric22 unique values
0 missing
Eig07_EA.ed.numeric22 unique values
0 missing
ATSC7vnumeric22 unique values
0 missing
Eig07_EA.ri.numeric21 unique values
0 missing
ATSC8enumeric22 unique values
0 missing
Eig08_AEA.bo.numeric21 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
ATSC8snumeric22 unique values
0 missing
Eig08_EAnumeric21 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
BACnumeric19 unique values
0 missing
Eig08_EA.dm.numeric17 unique values
0 missing
BBInumeric18 unique values
0 missing
Eig08_EA.ed.numeric21 unique values
0 missing
BIC0numeric21 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
BIC1numeric22 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
BIC2numeric19 unique values
0 missing
Eig09_AEA.dm.numeric20 unique values
0 missing
BIC3numeric19 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
BIC4numeric21 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
BIC5numeric21 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eig09_EA.bo.numeric20 unique values
0 missing
BLInumeric21 unique values
0 missing
Eig09_EA.dm.numeric18 unique values
0 missing
BLTA96numeric22 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
BLTD48numeric22 unique values
0 missing
Eig09_EA.ri.numeric20 unique values
0 missing
BLTF96numeric22 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
C.numeric20 unique values
0 missing
Eig10_AEA.dm.numeric21 unique values
0 missing
C.001numeric7 unique values
0 missing
Eig10_AEA.ed.numeric21 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig10_AEA.ri.numeric22 unique values
0 missing
C.003numeric5 unique values
0 missing
Eig10_EAnumeric21 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig10_EA.dm.numeric15 unique values
0 missing
C.006numeric7 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_AEA.ed.numeric21 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig11_AEA.ri.numeric19 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig11_EA.bo.numeric17 unique values
0 missing
C.024numeric8 unique values
0 missing
Eig11_EA.dm.numeric10 unique values
0 missing
C.025numeric6 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig11_EA.ri.numeric19 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig12_AEA.bo.numeric21 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig12_AEA.dm.numeric18 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
C.036numeric2 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig12_EA.dm.numeric6 unique values
0 missing
C.040numeric7 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig12_EA.ri.numeric19 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig13_AEA.bo.numeric19 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig13_AEA.dm.numeric20 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig13_AEA.ed.numeric22 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig13_AEA.ri.numeric20 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig13_EAnumeric20 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eig13_EA.bo.numeric21 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig13_EA.ed.numeric19 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
Eig13_EA.ri.numeric20 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric20 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eig14_AEA.ed.numeric19 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric20 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig14_EA.bo.numeric20 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
Eig15_AEA.bo.numeric21 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric17 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric20 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
Eig15_AEA.ri.numeric22 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
Eig15_EAnumeric22 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eig15_EA.bo.numeric22 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
Eig15_EA.ed.numeric22 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eig15_EA.ri.numeric22 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_Bnumeric22 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_B_Anumeric15 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
Eta_beta_Anumeric21 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
Eta_betaP_Anumeric22 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eta_Cnumeric22 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
Eta_C_Anumeric22 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
Eta_epsi_Anumeric21 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
Eta_F_Anumeric20 unique values
0 missing
CATS2D_05_AAnumeric9 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
CATS2D_05_ALnumeric14 unique values
0 missing
Eta_Lnumeric22 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
Eta_L_Anumeric20 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eta_sh_pnumeric22 unique values
0 missing
CATS2D_05_DAnumeric8 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
Eta_sh_ynumeric20 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
F.082numeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS1enumeric22 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS1inumeric21 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
GATS1pnumeric21 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS1snumeric19 unique values
0 missing
CATS2D_06_DAnumeric7 unique values
0 missing
GATS1vnumeric22 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
GATS2enumeric21 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
GATS2inumeric21 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS2mnumeric21 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS2pnumeric21 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS2snumeric22 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS2vnumeric21 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GATS3enumeric22 unique values
0 missing
CATS2D_07_ALnumeric13 unique values
0 missing
GATS3inumeric22 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS3mnumeric22 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS3pnumeric21 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
GATS3snumeric22 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS3vnumeric22 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GATS4enumeric21 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS4inumeric22 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4mnumeric22 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
GATS4pnumeric22 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS4snumeric22 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS4vnumeric20 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
GATS5enumeric21 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
GATS5inumeric21 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS5pnumeric21 unique values
0 missing
CATS2D_08_DAnumeric8 unique values
0 missing
GATS5snumeric22 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS5vnumeric22 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
GATS6enumeric22 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS6inumeric22 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
GATS6mnumeric22 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS6pnumeric19 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS6snumeric22 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
CATS2D_09_DAnumeric7 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
22
Number of instances (rows) of the dataset.
NumberOfFeatures
502
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
501
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
22.82
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
4.67
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
2.03
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.5
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
86.95
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
1.75
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.53
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
22
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.87
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
9988.27
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
15.39
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
99.8
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.51
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.28
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.69
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
3.65
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
33569.09
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.07
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.49
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
0.79
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
8.01
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
37.47
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.59
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.32
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.29
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-CHEMBL3000
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3000
0 runs - estimation_procedure: 50 times Clustering
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