Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469

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: CHEMBL4469 (TID: 10394), and it has 11 rows and 554 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.

556 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal11 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
MATS2enumeric9 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
MATS2inumeric10 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
MATS2mnumeric10 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
MATS2pnumeric10 unique values
0 missing
GATS5inumeric11 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
MATS2vnumeric10 unique values
0 missing
GATS5vnumeric11 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS3enumeric10 unique values
0 missing
GGI3numeric9 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
MATS3inumeric10 unique values
0 missing
JGI3numeric10 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
MATS3mnumeric10 unique values
0 missing
MATS2snumeric11 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
MATS3pnumeric10 unique values
0 missing
MATS5inumeric11 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
MATS3snumeric11 unique values
0 missing
MATS5pnumeric11 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
MATS3vnumeric10 unique values
0 missing
MATS5vnumeric11 unique values
0 missing
Eig02_AEA.ri.numeric11 unique values
0 missing
MATS4enumeric11 unique values
0 missing
MATS7enumeric11 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
MATS4inumeric11 unique values
0 missing
SaasNnumeric6 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
MATS4mnumeric11 unique values
0 missing
SpDiam_AEA.bo.numeric11 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS4pnumeric11 unique values
0 missing
SsCH3numeric8 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MATS4snumeric11 unique values
0 missing
MATS1pnumeric10 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
MATS4vnumeric11 unique values
0 missing
MATS1vnumeric8 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
MATS5snumeric11 unique values
0 missing
Minumeric10 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
MATS6enumeric11 unique values
0 missing
ATSC8enumeric11 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
MATS6inumeric8 unique values
0 missing
Eta_C_Anumeric11 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
MATS6mnumeric11 unique values
0 missing
GATS1inumeric10 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
MATS6pnumeric11 unique values
0 missing
GGI10numeric8 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
MATS6snumeric11 unique values
0 missing
GGI9numeric11 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS6vnumeric10 unique values
0 missing
MATS5enumeric11 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
MATS7inumeric10 unique values
0 missing
MATS5mnumeric11 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
MATS7mnumeric11 unique values
0 missing
MATS8enumeric11 unique values
0 missing
Eig04_AEA.bo.numeric10 unique values
0 missing
MATS7pnumeric11 unique values
0 missing
PW4numeric9 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
MATS7snumeric11 unique values
0 missing
SpMax1_Bh.m.numeric10 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
MATS7vnumeric11 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
Eig04_AEA.ri.numeric11 unique values
0 missing
MATS8inumeric11 unique values
0 missing
AACnumeric10 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
MATS8mnumeric11 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig04_EA.bo.numeric11 unique values
0 missing
MATS8pnumeric11 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS8snumeric11 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
MATS8vnumeric11 unique values
0 missing
AMRnumeric10 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
MAXDNnumeric11 unique values
0 missing
AMWnumeric10 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
MAXDPnumeric11 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
MCDnumeric9 unique values
0 missing
ATS1enumeric10 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
MDDDnumeric11 unique values
0 missing
ATS1inumeric10 unique values
0 missing
Eig05_AEA.ri.numeric11 unique values
0 missing
Menumeric9 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
MLOGPnumeric10 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
MLOGP2numeric10 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
Mpnumeric10 unique values
0 missing
ATS1vnumeric10 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
MPC01numeric8 unique values
0 missing
ATS2enumeric10 unique values
0 missing
Eig05_EA.ri.numeric11 unique values
0 missing
ATS2inumeric10 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
ATS2mnumeric10 unique values
0 missing
Eig06_AEA.dm.numeric11 unique values
0 missing
ATS2pnumeric10 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
ATS3inumeric10 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig06_EA.ri.numeric11 unique values
0 missing
ATS3snumeric11 unique values
0 missing
Eig07_AEA.bo.numeric9 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig07_AEA.dm.numeric11 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
ATS4inumeric10 unique values
0 missing
Eig07_AEA.ri.numeric11 unique values
0 missing
ATS4mnumeric11 unique values
0 missing
Eig07_EAnumeric10 unique values
0 missing
ATS4pnumeric11 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
ATS4snumeric11 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS4vnumeric11 unique values
0 missing
Eig07_EA.ed.numeric11 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATS5inumeric11 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
ATS5mnumeric11 unique values
0 missing
Eig08_AEA.dm.numeric9 unique values
0 missing
ATS5pnumeric11 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
ATS5snumeric11 unique values
0 missing
Eig08_AEA.ri.numeric10 unique values
0 missing
ATS5vnumeric11 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
ATS6inumeric11 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
ATS6pnumeric11 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
ATS6snumeric11 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
ATS6vnumeric11 unique values
0 missing
Eig09_AEA.dm.numeric9 unique values
0 missing
ATS7enumeric11 unique values
0 missing
Eig09_AEA.ed.numeric9 unique values
0 missing
ATS7inumeric11 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
ATS7mnumeric11 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
ATS7pnumeric11 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
ATS7snumeric11 unique values
0 missing
Eig09_EA.ed.numeric10 unique values
0 missing
ATS7vnumeric11 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATS8enumeric11 unique values
0 missing
Eig10_AEA.bo.numeric11 unique values
0 missing
ATS8inumeric11 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
ATS8mnumeric11 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATS8pnumeric11 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATS8snumeric11 unique values
0 missing
Eig10_EAnumeric9 unique values
0 missing
ATS8vnumeric11 unique values
0 missing
Eig10_EA.bo.numeric11 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig10_EA.ed.numeric9 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
Eig11_AEA.ed.numeric10 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
Eig11_AEA.ri.numeric8 unique values
0 missing
ATSC2enumeric10 unique values
0 missing
Eig11_EAnumeric8 unique values
0 missing
ATSC2inumeric9 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
ATSC2mnumeric10 unique values
0 missing
Eig11_EA.ed.numeric9 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
Eig11_EA.ri.numeric9 unique values
0 missing
ATSC2snumeric11 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
ATSC3enumeric10 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
Eig12_EAnumeric10 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
ATSC3snumeric11 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
ATSC4inumeric11 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
ATSC4mnumeric11 unique values
0 missing
Eig13_AEA.ed.numeric10 unique values
0 missing
ATSC4pnumeric11 unique values
0 missing
Eig13_AEA.ri.numeric11 unique values
0 missing
ATSC4snumeric11 unique values
0 missing
Eig13_EAnumeric10 unique values
0 missing
ATSC4vnumeric11 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC5enumeric11 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
ATSC5inumeric11 unique values
0 missing
Eig13_EA.ri.numeric11 unique values
0 missing
ATSC5mnumeric11 unique values
0 missing
Eig14_AEA.bo.numeric11 unique values
0 missing
ATSC5pnumeric11 unique values
0 missing
Eig14_AEA.dm.numeric10 unique values
0 missing
ATSC5snumeric11 unique values
0 missing
Eig14_AEA.ed.numeric10 unique values
0 missing
ATSC5vnumeric11 unique values
0 missing
Eig14_AEA.ri.numeric11 unique values
0 missing
ATSC6inumeric11 unique values
0 missing
Eig14_EAnumeric10 unique values
0 missing
ATSC6mnumeric11 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
ATSC6pnumeric11 unique values
0 missing
Eig14_EA.ed.numeric10 unique values
0 missing
ATSC6snumeric11 unique values
0 missing
Eig14_EA.ri.numeric11 unique values
0 missing
ATSC6vnumeric11 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC7enumeric11 unique values
0 missing
Eig15_AEA.dm.numeric10 unique values
0 missing
ATSC7inumeric11 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
ATSC7mnumeric11 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
ATSC7pnumeric11 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
ATSC7snumeric11 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
ATSC7vnumeric11 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
ATSC8inumeric11 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
ATSC8mnumeric11 unique values
0 missing
Eta_alphanumeric10 unique values
0 missing
ATSC8pnumeric11 unique values
0 missing
Eta_alpha_Anumeric6 unique values
0 missing
ATSC8snumeric11 unique values
0 missing
Eta_Bnumeric7 unique values
0 missing
ATSC8vnumeric11 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
BACnumeric5 unique values
0 missing
Eta_betanumeric9 unique values
0 missing
BBInumeric8 unique values
0 missing
Eta_beta_Anumeric10 unique values
0 missing
BIC0numeric10 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
BIC1numeric10 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
BIC2numeric10 unique values
0 missing
Eta_betaSnumeric8 unique values
0 missing
BIC3numeric11 unique values
0 missing
Eta_betaS_Anumeric8 unique values
0 missing
BIC4numeric11 unique values
0 missing
Eta_Cnumeric11 unique values
0 missing
BIC5numeric11 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
BIDnumeric8 unique values
0 missing
Eta_epsi_Anumeric10 unique values
0 missing
BLInumeric10 unique values
0 missing
Eta_Fnumeric11 unique values
0 missing
BLTA96numeric10 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
BLTD48numeric10 unique values
0 missing
Eta_FLnumeric8 unique values
0 missing
BLTF96numeric10 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
C.numeric9 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
C.002numeric5 unique values
0 missing
Eta_sh_pnumeric10 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_sh_ynumeric10 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS1enumeric10 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS1mnumeric10 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS1pnumeric10 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS1snumeric10 unique values
0 missing
C.025numeric6 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS2enumeric10 unique values
0 missing
C.027numeric3 unique values
0 missing
GATS2inumeric10 unique values
0 missing
C.028numeric3 unique values
0 missing
GATS2mnumeric10 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS2pnumeric10 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS2snumeric11 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS2vnumeric9 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS3enumeric10 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS3inumeric10 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS3pnumeric10 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
GATS3snumeric11 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS3vnumeric10 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS4enumeric11 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS4inumeric10 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS4mnumeric11 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS4pnumeric11 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
GATS4snumeric11 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS4vnumeric11 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS5enumeric11 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS5pnumeric11 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS5snumeric11 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
GATS6enumeric11 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS6inumeric11 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS6mnumeric11 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS6pnumeric11 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS6snumeric11 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS6vnumeric10 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GATS7enumeric11 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS7inumeric11 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS7mnumeric11 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GATS7pnumeric11 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS7snumeric11 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS7vnumeric11 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GATS8enumeric11 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS8inumeric10 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS8mnumeric11 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS8pnumeric11 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS8snumeric11 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS8vnumeric11 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
GGI2numeric7 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GGI4numeric10 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GGI5numeric11 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
GGI6numeric10 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
GGI7numeric10 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GGI8numeric11 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
GMTInumeric11 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
GMTIVnumeric11 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
GNarnumeric9 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
H.numeric10 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
H.046numeric8 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.047numeric7 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
H.049numeric3 unique values
0 missing
CATS2D_09_PPnumeric2 unique values
0 missing
H.050numeric3 unique values
0 missing
CENTnumeric11 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
H.052numeric3 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
HNarnumeric9 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
HVcpxnumeric11 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
Hynumeric9 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EA.dm.numeric7 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
IACnumeric10 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
IC0numeric10 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
IC1numeric10 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
IC2numeric11 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
IC3numeric11 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
IC4numeric11 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
IC5numeric11 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
ICRnumeric11 unique values
0 missing
Chi1_EA.dm.numeric9 unique values
0 missing
IDDEnumeric11 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
IDDMnumeric11 unique values
0 missing
Chi1_EA.ri.numeric11 unique values
0 missing
IDEnumeric10 unique values
0 missing
CIC0numeric10 unique values
0 missing
IDETnumeric11 unique values
0 missing
CIC1numeric10 unique values
0 missing
IDMnumeric11 unique values
0 missing
CIC2numeric11 unique values
0 missing
IDMTnumeric11 unique values
0 missing
CIC3numeric11 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CIC4numeric11 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC5numeric11 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
CIDnumeric10 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ISIZnumeric10 unique values
0 missing
Cl.090numeric2 unique values
0 missing
IVDEnumeric9 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDMnumeric9 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI1numeric10 unique values
0 missing
CSInumeric11 unique values
0 missing
JGI10numeric7 unique values
0 missing
DBInumeric8 unique values
0 missing
JGI2numeric11 unique values
0 missing
D.Dtr05numeric6 unique values
0 missing
JGI4numeric8 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
JGI5numeric9 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
JGI6numeric7 unique values
0 missing
D.Dtr10numeric8 unique values
0 missing
JGI7numeric7 unique values
0 missing
DECCnumeric11 unique values
0 missing
JGI8numeric7 unique values
0 missing
DELSnumeric11 unique values
0 missing
JGI9numeric7 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGTnumeric11 unique values
0 missing
DLS_02numeric3 unique values
0 missing
LLS_01numeric3 unique values
0 missing
DLS_03numeric2 unique values
0 missing
LLS_02numeric3 unique values
0 missing
DLS_04numeric5 unique values
0 missing
LOCnumeric10 unique values
0 missing
DLS_05numeric3 unique values
0 missing
LPRSnumeric11 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS1enumeric8 unique values
0 missing
Dznumeric10 unique values
0 missing
MATS1inumeric10 unique values
0 missing
ECCnumeric11 unique values
0 missing
MATS1mnumeric9 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
MATS1snumeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
11
Number of instances (rows) of the dataset.
NumberOfFeatures
556
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
555
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
3.32
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
0.37
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
13996.25
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-2.05
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.37
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
0.36
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
-0.5
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
101.13
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.34
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.17
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.27
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
-1.6
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
50.55
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.15
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.47
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
62.74
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
-0.17
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.44
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.5
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
11
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.65
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
19966.64
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
-0.25
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
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.57
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-1.83
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
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-CHEMBL4469
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4469
0 runs - estimation_procedure: 50 times Clustering
Define a new task