Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL3730 (TID: 13054), and it has 15 rows and 472 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.

474 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal15 unique values
0 missing
Chi0_EA.ri.numeric8 unique values
0 missing
AACnumeric14 unique values
0 missing
Chi1_AEA.bo.numeric8 unique values
0 missing
AMWnumeric14 unique values
0 missing
Chi1_AEA.dm.numeric8 unique values
0 missing
BLInumeric14 unique values
0 missing
Chi1_AEA.ed.numeric8 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
Chi1_AEA.ri.numeric8 unique values
0 missing
Eta_F_Anumeric14 unique values
0 missing
Chi1_EAnumeric8 unique values
0 missing
GATS2enumeric14 unique values
0 missing
Chi1_EA.bo.numeric15 unique values
0 missing
GATS2snumeric15 unique values
0 missing
Chi1_EA.ed.numeric8 unique values
0 missing
H.numeric11 unique values
0 missing
Chi1_EA.ri.numeric8 unique values
0 missing
IC0numeric14 unique values
0 missing
CIC0numeric14 unique values
0 missing
JGI6numeric8 unique values
0 missing
CIC1numeric15 unique values
0 missing
MATS2enumeric15 unique values
0 missing
CIC2numeric15 unique values
0 missing
MAXDNnumeric15 unique values
0 missing
CIC3numeric15 unique values
0 missing
PW4numeric5 unique values
0 missing
CIC4numeric15 unique values
0 missing
SpMAD_EA.ri.numeric8 unique values
0 missing
CIC5numeric14 unique values
0 missing
SpMax1_Bh.s.numeric4 unique values
0 missing
CIDnumeric7 unique values
0 missing
X1Avnumeric13 unique values
0 missing
CSInumeric8 unique values
0 missing
X2Anumeric7 unique values
0 missing
DBInumeric7 unique values
0 missing
X2Avnumeric11 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
Mvnumeric13 unique values
0 missing
DECCnumeric7 unique values
0 missing
SpMAD_EA.bo.numeric15 unique values
0 missing
DELSnumeric15 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Chi0_EA.dm.numeric15 unique values
0 missing
DLS_02numeric2 unique values
0 missing
Chi1_EA.dm.numeric15 unique values
0 missing
DLS_03numeric2 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
DLS_04numeric3 unique values
0 missing
GATS5mnumeric15 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MATS5mnumeric15 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
MATS7snumeric15 unique values
0 missing
Dznumeric7 unique values
0 missing
SpMax4_Bh.e.numeric14 unique values
0 missing
ECCnumeric8 unique values
0 missing
SpMax4_Bh.v.numeric13 unique values
0 missing
Eig01_AEA.bo.numeric14 unique values
0 missing
SpMin4_Bh.p.numeric13 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
Eig15_AEA.bo.numeric13 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
GATS4enumeric15 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
MATS4snumeric15 unique values
0 missing
Eig01_EA.bo.numeric10 unique values
0 missing
Menumeric10 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
Psi_e_Anumeric15 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
Psi_i_Anumeric15 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
SpMax3_Bh.s.numeric14 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
SpMax4_Bh.s.numeric14 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
Eig06_AEA.bo.numeric7 unique values
0 missing
Eig02_AEA.ri.numeric8 unique values
0 missing
Eig06_EA.bo.numeric7 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
Eig02_EA.ri.numeric7 unique values
0 missing
GATS1mnumeric15 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
nBMnumeric4 unique values
0 missing
Eig03_AEA.dm.numeric15 unique values
0 missing
nCsp2numeric5 unique values
0 missing
Eig03_AEA.ed.numeric6 unique values
0 missing
PCDnumeric14 unique values
0 missing
Eig03_AEA.ri.numeric8 unique values
0 missing
piIDnumeric14 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
piPC02numeric12 unique values
0 missing
Eig03_EA.bo.numeric15 unique values
0 missing
piPC03numeric15 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
piPC06numeric15 unique values
0 missing
Eig03_EA.ed.numeric8 unique values
0 missing
piPC07numeric15 unique values
0 missing
Eig03_EA.ri.numeric8 unique values
0 missing
piPC08numeric15 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
piPC09numeric15 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
piPC10numeric15 unique values
0 missing
Eig04_AEA.ed.numeric7 unique values
0 missing
P_VSA_LogP_4numeric6 unique values
0 missing
Eig04_AEA.ri.numeric8 unique values
0 missing
RBFnumeric11 unique values
0 missing
Eig04_EAnumeric6 unique values
0 missing
SaasCnumeric15 unique values
0 missing
Eig04_EA.bo.numeric14 unique values
0 missing
SIC0numeric14 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
SM02_EA.bo.numeric12 unique values
0 missing
Eig04_EA.ed.numeric8 unique values
0 missing
SM04_EA.bo.numeric15 unique values
0 missing
Eig04_EA.ri.numeric8 unique values
0 missing
SM06_EA.bo.numeric15 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
SM07_EA.bo.numeric15 unique values
0 missing
Eig05_AEA.dm.numeric14 unique values
0 missing
SM08_EA.bo.numeric15 unique values
0 missing
Eig05_AEA.ed.numeric6 unique values
0 missing
SM09_EA.bo.numeric15 unique values
0 missing
Eig05_AEA.ri.numeric6 unique values
0 missing
SM10_EA.bo.numeric15 unique values
0 missing
Eig05_EAnumeric5 unique values
0 missing
SM11_EA.bo.numeric14 unique values
0 missing
Eig05_EA.bo.numeric12 unique values
0 missing
SpMAD_AEA.ri.numeric8 unique values
0 missing
Eig05_EA.ed.numeric7 unique values
0 missing
SpMAD_EAnumeric7 unique values
0 missing
Eig05_EA.ri.numeric6 unique values
0 missing
Ucnumeric4 unique values
0 missing
Eig06_AEA.dm.numeric9 unique values
0 missing
Uinumeric4 unique values
0 missing
Eig06_AEA.ed.numeric4 unique values
0 missing
X0Avnumeric15 unique values
0 missing
Eig06_AEA.ri.numeric2 unique values
0 missing
X5Avnumeric10 unique values
0 missing
Eig06_EAnumeric2 unique values
0 missing
Eig02_EA.bo.numeric15 unique values
0 missing
Eig06_EA.ed.numeric4 unique values
0 missing
SM12_AEA.ri.numeric15 unique values
0 missing
Eig06_EA.ri.numeric2 unique values
0 missing
SssCH2numeric14 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
GATS5snumeric15 unique values
0 missing
Eig07_AEA.dm.numeric11 unique values
0 missing
C.numeric13 unique values
0 missing
Eig07_AEA.ed.numeric7 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
Eig07_AEA.ri.numeric7 unique values
0 missing
Eta_FLnumeric15 unique values
0 missing
Eig07_EAnumeric7 unique values
0 missing
Mpnumeric13 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
SsssCHnumeric6 unique values
0 missing
Eig07_EA.ed.numeric7 unique values
0 missing
AECCnumeric8 unique values
0 missing
Eig07_EA.ri.numeric7 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
AMRnumeric15 unique values
0 missing
Eig08_AEA.ed.numeric7 unique values
0 missing
ARRnumeric8 unique values
0 missing
Eig08_AEA.ri.numeric8 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig08_EAnumeric8 unique values
0 missing
ATS1inumeric15 unique values
0 missing
Eig08_EA.bo.numeric13 unique values
0 missing
ATS1mnumeric15 unique values
0 missing
Eig08_EA.ed.numeric8 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
Eig08_EA.ri.numeric8 unique values
0 missing
ATS1snumeric15 unique values
0 missing
Eig09_AEA.bo.numeric14 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig09_AEA.ed.numeric7 unique values
0 missing
ATS2inumeric15 unique values
0 missing
Eig09_AEA.ri.numeric7 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
Eig09_EAnumeric7 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
Eig09_EA.bo.numeric14 unique values
0 missing
ATS2snumeric15 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
Eig09_EA.ri.numeric7 unique values
0 missing
ATS3enumeric14 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
ATS3inumeric15 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
Eig10_AEA.ed.numeric5 unique values
0 missing
ATS3pnumeric15 unique values
0 missing
Eig10_AEA.ri.numeric5 unique values
0 missing
ATS3snumeric15 unique values
0 missing
Eig10_EAnumeric5 unique values
0 missing
ATS3vnumeric15 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
ATS4enumeric15 unique values
0 missing
Eig10_EA.ed.numeric7 unique values
0 missing
ATS4inumeric15 unique values
0 missing
Eig10_EA.ri.numeric6 unique values
0 missing
ATS4mnumeric15 unique values
0 missing
Eig11_AEA.bo.numeric14 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
ATS4snumeric15 unique values
0 missing
Eig11_AEA.ed.numeric7 unique values
0 missing
ATS4vnumeric15 unique values
0 missing
Eig11_AEA.ri.numeric7 unique values
0 missing
ATS5enumeric15 unique values
0 missing
Eig11_EAnumeric6 unique values
0 missing
ATS5inumeric15 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
Eig11_EA.ed.numeric6 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
Eig11_EA.ri.numeric6 unique values
0 missing
ATS5snumeric15 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATS5vnumeric15 unique values
0 missing
Eig12_AEA.dm.numeric14 unique values
0 missing
ATS6enumeric15 unique values
0 missing
Eig12_AEA.ed.numeric8 unique values
0 missing
ATS6inumeric14 unique values
0 missing
Eig12_AEA.ri.numeric8 unique values
0 missing
ATS6mnumeric15 unique values
0 missing
Eig12_EAnumeric5 unique values
0 missing
ATS6pnumeric15 unique values
0 missing
Eig12_EA.bo.numeric14 unique values
0 missing
ATS6snumeric15 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
Eig12_EA.ri.numeric8 unique values
0 missing
ATS7enumeric15 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
ATS7inumeric15 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
ATS7mnumeric15 unique values
0 missing
Eig13_AEA.ed.numeric8 unique values
0 missing
ATS7pnumeric15 unique values
0 missing
Eig13_AEA.ri.numeric8 unique values
0 missing
ATS7snumeric15 unique values
0 missing
Eig13_EAnumeric7 unique values
0 missing
ATS7vnumeric15 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
ATS8enumeric15 unique values
0 missing
Eig13_EA.ed.numeric7 unique values
0 missing
ATS8inumeric15 unique values
0 missing
Eig13_EA.ri.numeric8 unique values
0 missing
ATS8mnumeric15 unique values
0 missing
Eig14_AEA.bo.numeric8 unique values
0 missing
ATS8pnumeric15 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
ATS8snumeric15 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATS8vnumeric15 unique values
0 missing
Eig14_AEA.ri.numeric7 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
Eig14_EAnumeric6 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig14_EA.ri.numeric7 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig15_AEA.dm.numeric11 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
Eig15_AEA.ri.numeric6 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
Eig15_EAnumeric5 unique values
0 missing
ATSC2snumeric15 unique values
0 missing
Eig15_EA.ed.numeric7 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
Eig15_EA.ri.numeric6 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
Eta_alphanumeric7 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
Eta_alpha_Anumeric7 unique values
0 missing
ATSC3mnumeric15 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
ATSC3pnumeric15 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
ATSC3snumeric15 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
Eta_betaSnumeric6 unique values
0 missing
ATSC4enumeric15 unique values
0 missing
Eta_betaS_Anumeric5 unique values
0 missing
ATSC4inumeric15 unique values
0 missing
Eta_Cnumeric15 unique values
0 missing
ATSC4mnumeric15 unique values
0 missing
Eta_C_Anumeric15 unique values
0 missing
ATSC4pnumeric15 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
ATSC4snumeric15 unique values
0 missing
Eta_Fnumeric15 unique values
0 missing
ATSC4vnumeric15 unique values
0 missing
Eta_FL_Anumeric9 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
Eta_Lnumeric15 unique values
0 missing
ATSC5inumeric15 unique values
0 missing
Eta_sh_pnumeric8 unique values
0 missing
ATSC5mnumeric15 unique values
0 missing
Eta_sh_ynumeric8 unique values
0 missing
ATSC5pnumeric15 unique values
0 missing
GATS1enumeric15 unique values
0 missing
ATSC5snumeric15 unique values
0 missing
GATS1inumeric15 unique values
0 missing
ATSC5vnumeric15 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
ATSC6enumeric15 unique values
0 missing
GATS1snumeric15 unique values
0 missing
ATSC6inumeric15 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
ATSC6mnumeric15 unique values
0 missing
GATS2inumeric15 unique values
0 missing
ATSC6pnumeric15 unique values
0 missing
GATS2pnumeric15 unique values
0 missing
ATSC6snumeric15 unique values
0 missing
GATS2vnumeric15 unique values
0 missing
ATSC6vnumeric15 unique values
0 missing
GATS3enumeric15 unique values
0 missing
ATSC7enumeric15 unique values
0 missing
GATS3inumeric14 unique values
0 missing
ATSC7inumeric15 unique values
0 missing
GATS3mnumeric13 unique values
0 missing
ATSC7mnumeric15 unique values
0 missing
GATS3pnumeric14 unique values
0 missing
ATSC7pnumeric15 unique values
0 missing
GATS3snumeric15 unique values
0 missing
ATSC7snumeric15 unique values
0 missing
GATS3vnumeric14 unique values
0 missing
ATSC7vnumeric15 unique values
0 missing
GATS4inumeric15 unique values
0 missing
ATSC8enumeric14 unique values
0 missing
GATS4mnumeric15 unique values
0 missing
ATSC8inumeric14 unique values
0 missing
GATS4pnumeric15 unique values
0 missing
ATSC8mnumeric15 unique values
0 missing
GATS4snumeric15 unique values
0 missing
ATSC8pnumeric15 unique values
0 missing
GATS4vnumeric15 unique values
0 missing
ATSC8snumeric15 unique values
0 missing
GATS5enumeric15 unique values
0 missing
ATSC8vnumeric15 unique values
0 missing
GATS5inumeric15 unique values
0 missing
BACnumeric7 unique values
0 missing
GATS5pnumeric13 unique values
0 missing
BBInumeric7 unique values
0 missing
GATS5vnumeric15 unique values
0 missing
BIC0numeric12 unique values
0 missing
GATS6enumeric15 unique values
0 missing
BIC1numeric14 unique values
0 missing
GATS6inumeric15 unique values
0 missing
BIC2numeric15 unique values
0 missing
GATS6mnumeric15 unique values
0 missing
BIC3numeric15 unique values
0 missing
GATS6pnumeric13 unique values
0 missing
BIC4numeric15 unique values
0 missing
GATS6snumeric14 unique values
0 missing
BIC5numeric14 unique values
0 missing
GATS6vnumeric15 unique values
0 missing
BIDnumeric7 unique values
0 missing
GATS7enumeric15 unique values
0 missing
BLTA96numeric14 unique values
0 missing
GATS7inumeric15 unique values
0 missing
BLTD48numeric14 unique values
0 missing
GATS7mnumeric14 unique values
0 missing
BLTF96numeric14 unique values
0 missing
GATS7pnumeric15 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS7snumeric14 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS7vnumeric15 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS8enumeric15 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS8inumeric15 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS8mnumeric14 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS8pnumeric14 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS8snumeric15 unique values
0 missing
C.024numeric3 unique values
0 missing
GATS8vnumeric15 unique values
0 missing
C.025numeric2 unique values
0 missing
GGI1numeric5 unique values
0 missing
C.026numeric2 unique values
0 missing
GGI2numeric4 unique values
0 missing
C.027numeric2 unique values
0 missing
GGI3numeric8 unique values
0 missing
C.040numeric2 unique values
0 missing
GGI4numeric8 unique values
0 missing
CATS2D_01_LLnumeric2 unique values
0 missing
GGI5numeric7 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GGI6numeric5 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GGI7numeric8 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GGI8numeric6 unique values
0 missing
CATS2D_02_LLnumeric2 unique values
0 missing
GGI9numeric3 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GMTInumeric8 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GMTIVnumeric15 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GNarnumeric6 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_LLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_LLnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
CATS2D_05_LLnumeric2 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_ALnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
CENTnumeric8 unique values
0 missing
Chi0_AEA.bo.numeric8 unique values
0 missing
Chi0_AEA.dm.numeric8 unique values
0 missing
Chi0_AEA.ed.numeric8 unique values
0 missing
Chi0_AEA.ri.numeric8 unique values
0 missing
Chi0_EAnumeric8 unique values
0 missing
Chi0_EA.bo.numeric14 unique values
0 missing
Chi0_EA.ed.numeric8 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
15
Number of instances (rows) of the dataset.
NumberOfFeatures
474
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
473
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.38
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
0.18
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
18.33
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.37
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.12
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.23
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
-0.67
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
31.6
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.22
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.42
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.
MeanStdDevOfNumericAtts
5.47
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.18
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.31
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.26
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
15
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.28
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
4701.53
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
0.12
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
99.79
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.93
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.7
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.87
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
0.54
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1648.13
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.98
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.52
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3730
0 runs - estimation_procedure: 50 times Clustering
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