Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585

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: CHEMBL2585 (TID: 10024), and it has 10 rows and 490 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.

492 features

pXC50 (target)numeric9 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
Eig03_AEA.ed.numeric6 unique values
0 missing
C.numeric6 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig03_EAnumeric6 unique values
0 missing
Eig14_AEA.bo.numeric4 unique values
0 missing
Eig03_EA.bo.numeric6 unique values
0 missing
Eig14_AEA.dm.numeric5 unique values
0 missing
Eig03_EA.ed.numeric6 unique values
0 missing
Eig14_EA.ed.numeric4 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
Eig14_EA.ri.numeric7 unique values
0 missing
Eig04_AEA.bo.numeric6 unique values
0 missing
Eig15_AEA.bo.numeric5 unique values
0 missing
Eig04_AEA.dm.numeric8 unique values
0 missing
Eig15_AEA.dm.numeric6 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
Eig15_AEA.ri.numeric7 unique values
0 missing
Eig04_AEA.ri.numeric9 unique values
0 missing
Eig15_EAnumeric5 unique values
0 missing
Eig04_EAnumeric6 unique values
0 missing
Eig15_EA.bo.numeric5 unique values
0 missing
Eig04_EA.bo.numeric6 unique values
0 missing
Eig15_EA.ed.numeric5 unique values
0 missing
Eig04_EA.ed.numeric6 unique values
0 missing
Eig15_EA.ri.numeric7 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
Eig05_AEA.bo.numeric4 unique values
0 missing
GATS6vnumeric10 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
GATS8enumeric10 unique values
0 missing
Eig05_AEA.ed.numeric6 unique values
0 missing
GNarnumeric6 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
H.numeric6 unique values
0 missing
Eig05_EAnumeric6 unique values
0 missing
JGI6numeric4 unique values
0 missing
Eig05_EA.bo.numeric4 unique values
0 missing
MATS6vnumeric10 unique values
0 missing
Eig05_EA.ed.numeric6 unique values
0 missing
MATS7pnumeric10 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
MATS7vnumeric10 unique values
0 missing
Eig06_AEA.bo.numeric6 unique values
0 missing
PDInumeric10 unique values
0 missing
Eig06_AEA.dm.numeric8 unique values
0 missing
P_VSA_s_6numeric6 unique values
0 missing
Eig06_AEA.ed.numeric5 unique values
0 missing
PW2numeric6 unique values
0 missing
Eig06_AEA.ri.numeric7 unique values
0 missing
RBFnumeric6 unique values
0 missing
Eig06_EAnumeric5 unique values
0 missing
SM09_AEA.dm.numeric5 unique values
0 missing
Eig06_EA.bo.numeric6 unique values
0 missing
SM09_AEA.ri.numeric4 unique values
0 missing
Eig06_EA.ed.numeric5 unique values
0 missing
SM10_AEA.ri.numeric5 unique values
0 missing
Eig06_EA.ri.numeric7 unique values
0 missing
SpMAD_AEA.bo.numeric6 unique values
0 missing
Eig07_AEA.bo.numeric6 unique values
0 missing
SpMAD_AEA.ri.numeric10 unique values
0 missing
Eig07_AEA.dm.numeric5 unique values
0 missing
SpMAD_EAnumeric6 unique values
0 missing
Eig07_AEA.ed.numeric5 unique values
0 missing
SpMAD_EA.bo.numeric6 unique values
0 missing
Eig07_AEA.ri.numeric6 unique values
0 missing
SpMAD_EA.ri.numeric10 unique values
0 missing
Eig07_EAnumeric5 unique values
0 missing
SpMin2_Bh.s.numeric10 unique values
0 missing
Eig07_EA.bo.numeric6 unique values
0 missing
X.numeric4 unique values
0 missing
Eig07_EA.ed.numeric5 unique values
0 missing
X0Anumeric6 unique values
0 missing
Eig07_EA.ri.numeric7 unique values
0 missing
X1Anumeric5 unique values
0 missing
Eig08_AEA.bo.numeric6 unique values
0 missing
AACnumeric6 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
AECCnumeric6 unique values
0 missing
Eig08_AEA.ed.numeric6 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
Eig08_AEA.ri.numeric10 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
Eig08_EAnumeric6 unique values
0 missing
AMRnumeric10 unique values
0 missing
Eig08_EA.bo.numeric6 unique values
0 missing
AMWnumeric10 unique values
0 missing
Eig08_EA.ed.numeric6 unique values
0 missing
ARRnumeric5 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
ATS1enumeric10 unique values
0 missing
Eig09_AEA.bo.numeric5 unique values
0 missing
ATS1inumeric10 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
Eig09_AEA.ed.numeric6 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig09_EAnumeric6 unique values
0 missing
ATS1vnumeric10 unique values
0 missing
Eig09_EA.bo.numeric6 unique values
0 missing
ATS2enumeric10 unique values
0 missing
Eig09_EA.ed.numeric6 unique values
0 missing
ATS2inumeric10 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATS2mnumeric10 unique values
0 missing
Eig10_AEA.bo.numeric5 unique values
0 missing
ATS2pnumeric10 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig10_AEA.ed.numeric5 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig10_EAnumeric6 unique values
0 missing
ATS3inumeric10 unique values
0 missing
Eig10_EA.bo.numeric6 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig10_EA.ed.numeric6 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig10_EA.ri.numeric8 unique values
0 missing
ATS3snumeric9 unique values
0 missing
Eig11_AEA.bo.numeric6 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig11_AEA.ed.numeric5 unique values
0 missing
ATS4inumeric10 unique values
0 missing
Eig11_AEA.ri.numeric6 unique values
0 missing
ATS4mnumeric9 unique values
0 missing
Eig11_EAnumeric4 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig11_EA.bo.numeric6 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig11_EA.ed.numeric6 unique values
0 missing
ATS5enumeric8 unique values
0 missing
Eig11_EA.ri.numeric7 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig12_AEA.bo.numeric5 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig12_AEA.ed.numeric6 unique values
0 missing
ATS5snumeric10 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Eig12_EAnumeric6 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig12_EA.bo.numeric5 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig12_EA.ed.numeric5 unique values
0 missing
ATS6pnumeric9 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig13_AEA.bo.numeric5 unique values
0 missing
ATS6vnumeric10 unique values
0 missing
Eig13_AEA.dm.numeric7 unique values
0 missing
ATS7enumeric10 unique values
0 missing
Eig13_AEA.ed.numeric6 unique values
0 missing
ATS7inumeric10 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
Eig13_EAnumeric6 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
Eig13_EA.bo.numeric6 unique values
0 missing
ATS7snumeric10 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Eig13_EA.ed.numeric6 unique values
0 missing
ATS8enumeric10 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
ATS8inumeric10 unique values
0 missing
Eig14_AEA.ed.numeric5 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
Eig14_AEA.ri.numeric9 unique values
0 missing
ATS8pnumeric10 unique values
0 missing
Eig14_EAnumeric5 unique values
0 missing
ATS8snumeric10 unique values
0 missing
Eig14_EA.bo.numeric4 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
Eig15_AEA.ed.numeric4 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
Eta_alphanumeric10 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
Eta_alpha_Anumeric9 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eta_Bnumeric6 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
Eta_betanumeric8 unique values
0 missing
ATSC2enumeric10 unique values
0 missing
Eta_beta_Anumeric8 unique values
0 missing
ATSC2inumeric10 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
ATSC2mnumeric10 unique values
0 missing
Eta_betaP_Anumeric6 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
Eta_betaSnumeric7 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
Eta_betaS_Anumeric7 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
ATSC3enumeric8 unique values
0 missing
Eta_C_Anumeric10 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
Eta_epsi_Anumeric10 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
Eta_FLnumeric10 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eta_L_Anumeric9 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eta_sh_pnumeric10 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eta_sh_ynumeric10 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
F.084numeric2 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
GATS1enumeric10 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
GATS1inumeric10 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
GATS1mnumeric10 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
GATS1pnumeric10 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
GATS1snumeric10 unique values
0 missing
ATSC6enumeric8 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
GATS2enumeric10 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
GATS2inumeric10 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
GATS2mnumeric10 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
GATS2pnumeric10 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
GATS2snumeric10 unique values
0 missing
ATSC7enumeric9 unique values
0 missing
GATS2vnumeric10 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
GATS3enumeric10 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
GATS3inumeric10 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
ATSC7snumeric10 unique values
0 missing
GATS3pnumeric10 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
GATS3snumeric9 unique values
0 missing
ATSC8enumeric9 unique values
0 missing
GATS3vnumeric10 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
GATS4enumeric10 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
GATS4inumeric10 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
GATS4pnumeric10 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
GATS4snumeric10 unique values
0 missing
BACnumeric4 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
BBInumeric6 unique values
0 missing
GATS5enumeric10 unique values
0 missing
BIC0numeric6 unique values
0 missing
GATS5inumeric10 unique values
0 missing
BIC1numeric6 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
BIC2numeric6 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
BIC3numeric6 unique values
0 missing
GATS5snumeric10 unique values
0 missing
BIC4numeric5 unique values
0 missing
GATS5vnumeric10 unique values
0 missing
BIC5numeric5 unique values
0 missing
GATS6enumeric10 unique values
0 missing
BIDnumeric6 unique values
0 missing
GATS6inumeric10 unique values
0 missing
BLInumeric10 unique values
0 missing
GATS6mnumeric10 unique values
0 missing
BLTA96numeric9 unique values
0 missing
GATS6pnumeric10 unique values
0 missing
BLTD48numeric9 unique values
0 missing
GATS6snumeric10 unique values
0 missing
BLTF96numeric9 unique values
0 missing
GATS7enumeric10 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS7inumeric10 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS7mnumeric10 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS7pnumeric10 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS7snumeric10 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS7vnumeric10 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS8inumeric10 unique values
0 missing
C.012numeric2 unique values
0 missing
GATS8mnumeric10 unique values
0 missing
C.024numeric3 unique values
0 missing
GATS8pnumeric10 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS8snumeric10 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS8vnumeric10 unique values
0 missing
C.027numeric2 unique values
0 missing
GGI1numeric3 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GGI10numeric2 unique values
0 missing
CATS2D_01_LLnumeric3 unique values
0 missing
GGI2numeric5 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GGI3numeric5 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GGI4numeric6 unique values
0 missing
CATS2D_02_LLnumeric5 unique values
0 missing
GGI5numeric5 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
GGI6numeric5 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GGI7numeric6 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
GGI8numeric4 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GGI9numeric2 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
GMTInumeric6 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GMTIVnumeric6 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
H.046numeric2 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
H.047numeric5 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
H.049numeric2 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
H.050numeric2 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
H.052numeric4 unique values
0 missing
CATS2D_06_ALnumeric2 unique values
0 missing
H.053numeric2 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
H.054numeric2 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
HDcpxnumeric6 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
HNarnumeric4 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
HVcpxnumeric6 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
Hynumeric6 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
IACnumeric6 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
IC0numeric6 unique values
0 missing
CENTnumeric6 unique values
0 missing
IC1numeric6 unique values
0 missing
Chi0_AEA.bo.numeric6 unique values
0 missing
IC2numeric6 unique values
0 missing
Chi0_AEA.dm.numeric6 unique values
0 missing
IC3numeric6 unique values
0 missing
Chi0_AEA.ed.numeric6 unique values
0 missing
IC4numeric6 unique values
0 missing
Chi0_AEA.ri.numeric6 unique values
0 missing
IC5numeric6 unique values
0 missing
Chi0_EAnumeric6 unique values
0 missing
ICRnumeric6 unique values
0 missing
Chi0_EA.bo.numeric6 unique values
0 missing
IDDEnumeric6 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
IDDMnumeric6 unique values
0 missing
Chi0_EA.ed.numeric6 unique values
0 missing
IDEnumeric6 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
IDETnumeric6 unique values
0 missing
Chi1_AEA.bo.numeric6 unique values
0 missing
IDMnumeric6 unique values
0 missing
Chi1_AEA.dm.numeric6 unique values
0 missing
IDMTnumeric6 unique values
0 missing
Chi1_AEA.ed.numeric6 unique values
0 missing
Infective.50numeric2 unique values
0 missing
Chi1_AEA.ri.numeric6 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Chi1_EAnumeric6 unique values
0 missing
ISIZnumeric6 unique values
0 missing
Chi1_EA.bo.numeric6 unique values
0 missing
IVDEnumeric6 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
IVDMnumeric6 unique values
0 missing
Chi1_EA.ed.numeric6 unique values
0 missing
JGI1numeric5 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
JGI10numeric2 unique values
0 missing
CIC0numeric6 unique values
0 missing
JGI2numeric6 unique values
0 missing
CIC1numeric6 unique values
0 missing
JGI3numeric6 unique values
0 missing
CIC2numeric5 unique values
0 missing
JGI4numeric6 unique values
0 missing
CIC3numeric6 unique values
0 missing
JGI5numeric6 unique values
0 missing
CIC4numeric6 unique values
0 missing
JGI7numeric6 unique values
0 missing
CIC5numeric6 unique values
0 missing
JGI8numeric4 unique values
0 missing
CIDnumeric6 unique values
0 missing
JGI9numeric2 unique values
0 missing
Cl.089numeric2 unique values
0 missing
JGTnumeric6 unique values
0 missing
CMC.50numeric2 unique values
0 missing
LLS_01numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
LOCnumeric6 unique values
0 missing
CSInumeric6 unique values
0 missing
LPRSnumeric6 unique values
0 missing
DBInumeric6 unique values
0 missing
MATS1enumeric10 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
MATS1inumeric10 unique values
0 missing
D.Dtr05numeric6 unique values
0 missing
MATS1mnumeric10 unique values
0 missing
D.Dtr06numeric6 unique values
0 missing
MATS1pnumeric9 unique values
0 missing
DECCnumeric5 unique values
0 missing
MATS1snumeric9 unique values
0 missing
DELSnumeric9 unique values
0 missing
MATS1vnumeric9 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS2enumeric10 unique values
0 missing
DLS_02numeric2 unique values
0 missing
MATS2inumeric10 unique values
0 missing
DLS_03numeric2 unique values
0 missing
MATS2mnumeric9 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS2pnumeric10 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS2snumeric10 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
MATS2vnumeric10 unique values
0 missing
Dznumeric10 unique values
0 missing
ECCnumeric6 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
Eig02_AEA.bo.numeric6 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
Eig02_AEA.ed.numeric6 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
Eig02_EAnumeric6 unique values
0 missing
Eig02_EA.bo.numeric6 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
Eig02_EA.ed.numeric6 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
Eig03_AEA.bo.numeric6 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
492
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
491
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
3.16
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
0.77
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1053.5
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.12
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.82
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
0.2
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
1.98
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
18.88
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.39
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.14
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.7
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
1.2
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
49.2
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.25
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.1
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
5.87
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
-0.43
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.57
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
10
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.53
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
3291.5
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.07
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
3.68
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.16
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-CHEMBL2585
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2585
0 runs - estimation_procedure: 50 times Clustering
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