Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957

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: CHEMBL2957 (TID: 10908), and it has 13 rows and 502 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.

504 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
AACnumeric9 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
AMWnumeric9 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
ATS6snumeric13 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
BLInumeric10 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
DECCnumeric13 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
Eig04_EA.bo.numeric9 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
Eta_betaS_Anumeric9 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS1enumeric9 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS1mnumeric9 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS1pnumeric9 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS1snumeric10 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS1vnumeric9 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
GATS2vnumeric9 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS3enumeric9 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS6enumeric11 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GATS6snumeric13 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
H.numeric9 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
H.046numeric8 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
IC0numeric9 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
IC1numeric9 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
JGI4numeric8 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
MATS2pnumeric9 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
MATS8enumeric13 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
MATS8snumeric12 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
Mvnumeric8 unique values
0 missing
CENTnumeric12 unique values
0 missing
N.numeric8 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
PW2numeric9 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
RBFnumeric8 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
SM14_AEA.ri.numeric9 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
SpMAD_AEA.ri.numeric11 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
SpMAD_EAnumeric11 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
SpMAD_EA.bo.numeric13 unique values
0 missing
Chi0_EA.dm.numeric6 unique values
0 missing
SpMax6_Bh.s.numeric7 unique values
0 missing
Chi0_EA.ed.numeric10 unique values
0 missing
SpMax8_Bh.e.numeric12 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
SpMin6_Bh.m.numeric13 unique values
0 missing
Chi1_AEA.bo.numeric10 unique values
0 missing
SsCH3numeric13 unique values
0 missing
Chi1_AEA.dm.numeric10 unique values
0 missing
SssNHnumeric13 unique values
0 missing
Chi1_AEA.ed.numeric10 unique values
0 missing
Vindexnumeric12 unique values
0 missing
Chi1_AEA.ri.numeric10 unique values
0 missing
X0Avnumeric9 unique values
0 missing
Chi1_EAnumeric10 unique values
0 missing
X1Avnumeric10 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
Xindexnumeric13 unique values
0 missing
Chi1_EA.dm.numeric6 unique values
0 missing
Yindexnumeric13 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
MATS6snumeric11 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
Uindexnumeric13 unique values
0 missing
CIC0numeric9 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
CIC1numeric9 unique values
0 missing
MAXDNnumeric12 unique values
0 missing
CIC2numeric10 unique values
0 missing
SdsCHnumeric11 unique values
0 missing
CIC3numeric9 unique values
0 missing
ICRnumeric12 unique values
0 missing
CIC4numeric10 unique values
0 missing
Eta_sh_ynumeric9 unique values
0 missing
CIC5numeric10 unique values
0 missing
SPInumeric13 unique values
0 missing
CIDnumeric11 unique values
0 missing
SpMAD_EA.ed.numeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Eig03_AEA.ri.numeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
CSInumeric12 unique values
0 missing
Eig03_EAnumeric13 unique values
0 missing
D.Dtr06numeric7 unique values
0 missing
SM11_AEA.bo.numeric13 unique values
0 missing
DELSnumeric13 unique values
0 missing
GATS7mnumeric13 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI6numeric6 unique values
0 missing
DLS_02numeric3 unique values
0 missing
ATSC6enumeric11 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
DLS_04numeric3 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
DLS_06numeric4 unique values
0 missing
BLTA96numeric9 unique values
0 missing
DLS_07numeric3 unique values
0 missing
BLTD48numeric9 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
BLTF96numeric9 unique values
0 missing
Dznumeric9 unique values
0 missing
DBInumeric9 unique values
0 missing
ECCnumeric12 unique values
0 missing
Eta_alpha_Anumeric6 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
Hynumeric9 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
MATS1mnumeric9 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
MATS2mnumeric9 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
MLOGPnumeric9 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
MLOGP2numeric9 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
Psi_e_Anumeric9 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
Psi_i_Anumeric9 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
PW4numeric10 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
PHInumeric9 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig02_AEA.ed.numeric12 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
AMRnumeric10 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
ARRnumeric4 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
ATS1enumeric9 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
ATS1inumeric9 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
ATS1mnumeric9 unique values
0 missing
Eig03_AEA.dm.numeric3 unique values
0 missing
ATS1pnumeric9 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
ATS1vnumeric9 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
ATS2enumeric9 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
ATS2inumeric8 unique values
0 missing
Eig04_AEA.dm.numeric7 unique values
0 missing
ATS2mnumeric9 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
ATS2pnumeric9 unique values
0 missing
Eig04_AEA.ri.numeric11 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
ATS2vnumeric9 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
ATS3enumeric9 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
ATS3inumeric9 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig05_AEA.dm.numeric7 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig05_AEA.ed.numeric9 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig05_AEA.ri.numeric9 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
ATS4inumeric10 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig06_EAnumeric12 unique values
0 missing
ATS5snumeric11 unique values
0 missing
Eig06_EA.bo.numeric12 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig06_EA.ri.numeric13 unique values
0 missing
ATS6mnumeric11 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
ATS6pnumeric11 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
ATS6vnumeric11 unique values
0 missing
Eig07_AEA.ed.numeric10 unique values
0 missing
ATS7enumeric13 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
ATS7inumeric11 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
ATS7snumeric12 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
ATS7vnumeric12 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
ATS8enumeric13 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig08_EAnumeric13 unique values
0 missing
ATS8snumeric12 unique values
0 missing
Eig08_EA.bo.numeric13 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
ATSC1inumeric9 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
ATSC1mnumeric9 unique values
0 missing
Eig09_AEA.bo.numeric11 unique values
0 missing
ATSC1pnumeric9 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
Eig09_AEA.ed.numeric13 unique values
0 missing
ATSC1vnumeric9 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
ATSC2enumeric9 unique values
0 missing
Eig09_EAnumeric13 unique values
0 missing
ATSC2inumeric9 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
ATSC2mnumeric9 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
ATSC2pnumeric9 unique values
0 missing
Eig09_EA.ed.numeric13 unique values
0 missing
ATSC2vnumeric9 unique values
0 missing
Eig09_EA.ri.numeric13 unique values
0 missing
ATSC3enumeric10 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
ATSC3inumeric8 unique values
0 missing
Eig10_AEA.dm.numeric10 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
Eig10_AEA.ri.numeric12 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
Eig10_EA.bo.numeric13 unique values
0 missing
ATSC4enumeric9 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eig10_EA.ri.numeric12 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eig11_AEA.bo.numeric10 unique values
0 missing
ATSC4pnumeric9 unique values
0 missing
Eig11_AEA.dm.numeric9 unique values
0 missing
ATSC4snumeric11 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eig11_AEA.ri.numeric6 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eig11_EAnumeric6 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Eig11_EA.ed.numeric10 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eig11_EA.ri.numeric7 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
ATSC6inumeric11 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
ATSC6mnumeric11 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
ATSC6pnumeric11 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC6vnumeric11 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
Eig12_EA.ed.numeric12 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
Eig13_AEA.dm.numeric9 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATSC8inumeric12 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
Eig13_EA.ri.numeric11 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig14_AEA.dm.numeric10 unique values
0 missing
BBInumeric9 unique values
0 missing
Eig14_AEA.ed.numeric9 unique values
0 missing
BIC0numeric6 unique values
0 missing
Eig14_AEA.ri.numeric11 unique values
0 missing
BIC1numeric9 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
BIC2numeric10 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
BIC3numeric10 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
BIC4numeric10 unique values
0 missing
Eig14_EA.ri.numeric13 unique values
0 missing
BIC5numeric10 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
BIDnumeric9 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
C.numeric8 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
C.006numeric2 unique values
0 missing
Eig15_EA.ri.numeric13 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_alphanumeric9 unique values
0 missing
C.024numeric3 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_betanumeric9 unique values
0 missing
C.026numeric2 unique values
0 missing
Eta_beta_Anumeric9 unique values
0 missing
C.036numeric2 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_betaP_Anumeric9 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_betaSnumeric9 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_Cnumeric13 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_C_Anumeric13 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_epsinumeric9 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_epsi_Anumeric8 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_Fnumeric13 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
Eta_F_Anumeric12 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_FLnumeric8 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_FL_Anumeric8 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Eta_sh_pnumeric9 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS1inumeric9 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS2enumeric9 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
GATS2inumeric9 unique values
0 missing
CATS2D_02_DPnumeric3 unique values
0 missing
GATS2mnumeric9 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GATS2pnumeric9 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS2snumeric10 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS3inumeric9 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS3pnumeric10 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
GATS3snumeric10 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS3vnumeric10 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS4enumeric10 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS4inumeric10 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
GATS4pnumeric10 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS4snumeric10 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS5enumeric10 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
GATS5inumeric10 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS5snumeric13 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
GATS5vnumeric9 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS6inumeric11 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS6mnumeric11 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
GATS6pnumeric11 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS6vnumeric11 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS7enumeric13 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
GATS7inumeric13 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS7pnumeric13 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
GATS7snumeric13 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS7vnumeric12 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS8enumeric13 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS8inumeric13 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS8mnumeric12 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS8pnumeric13 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS8snumeric13 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS8vnumeric13 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GGI1numeric5 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
504
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
503
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
3.61
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.45
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
439.97
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.2
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.72
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
0.83
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
2.16
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
13.72
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.31
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.08
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.15
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.09
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
38.77
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.5
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
2.49
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
0.24
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.22
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.28
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.84
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
1978.31
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
4.69
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
5.04
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.61
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2957
0 runs - estimation_procedure: 50 times Clustering
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