Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197

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: CHEMBL3197 (TID: 10648), and it has 21 rows and 762 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.

764 features

pXC50 (target)numeric19 unique values
0 missing
molecule_id (row identifier)nominal21 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDMTnumeric21 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Eta_L_Anumeric21 unique values
0 missing
cRo5numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Eta_sh_pnumeric20 unique values
0 missing
CSInumeric21 unique values
0 missing
ISIZnumeric21 unique values
0 missing
GATS3enumeric20 unique values
0 missing
DBInumeric17 unique values
0 missing
IVDMnumeric21 unique values
0 missing
IVDEnumeric21 unique values
0 missing
D.Dtr05numeric19 unique values
0 missing
JGI10numeric5 unique values
0 missing
JGI1numeric21 unique values
0 missing
D.Dtr06numeric10 unique values
0 missing
JGI2numeric19 unique values
0 missing
JGTnumeric21 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
JGI3numeric14 unique values
0 missing
MATS2snumeric21 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
JGI6numeric11 unique values
0 missing
Psi_e_Anumeric21 unique values
0 missing
DECCnumeric21 unique values
0 missing
JGI7numeric9 unique values
0 missing
Psi_i_Anumeric21 unique values
0 missing
DELSnumeric21 unique values
0 missing
JGI8numeric7 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI9numeric8 unique values
0 missing
GATS3inumeric21 unique values
0 missing
DLS_01numeric3 unique values
0 missing
LLS_01numeric5 unique values
0 missing
GATS3pnumeric19 unique values
0 missing
DLS_02numeric4 unique values
0 missing
LLS_02numeric4 unique values
0 missing
GNarnumeric20 unique values
0 missing
DLS_03numeric4 unique values
0 missing
LOCnumeric18 unique values
0 missing
HNarnumeric20 unique values
0 missing
DLS_04numeric3 unique values
0 missing
LPRSnumeric21 unique values
0 missing
JGI5numeric16 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS1enumeric21 unique values
0 missing
MATS3pnumeric21 unique values
0 missing
DLS_06numeric5 unique values
0 missing
MATS1inumeric21 unique values
0 missing
O.numeric18 unique values
0 missing
DLS_07numeric3 unique values
0 missing
MATS1mnumeric18 unique values
0 missing
X0Anumeric16 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
MATS1pnumeric21 unique values
0 missing
ATSC7snumeric21 unique values
0 missing
Dznumeric18 unique values
0 missing
MATS1snumeric20 unique values
0 missing
GATS2snumeric21 unique values
0 missing
ECCnumeric21 unique values
0 missing
MATS1vnumeric21 unique values
0 missing
MATS6snumeric21 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
MATS2enumeric20 unique values
0 missing
MATS5mnumeric20 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
MATS2inumeric21 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
MATS2mnumeric15 unique values
0 missing
GATS7mnumeric21 unique values
0 missing
Eig01_AEA.ri.numeric13 unique values
0 missing
MATS2pnumeric20 unique values
0 missing
MATS3inumeric20 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
MATS2vnumeric21 unique values
0 missing
SssCH2numeric21 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
MATS3mnumeric20 unique values
0 missing
GATS8enumeric20 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
MATS3snumeric20 unique values
0 missing
N.numeric21 unique values
0 missing
Eig01_EA.ed.numeric13 unique values
0 missing
MATS3vnumeric19 unique values
0 missing
GATS5snumeric21 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
MATS4enumeric17 unique values
0 missing
MATS3enumeric20 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
MATS4inumeric21 unique values
0 missing
BIC0numeric19 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
MATS4mnumeric18 unique values
0 missing
JGI4numeric14 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
MATS4pnumeric20 unique values
0 missing
SIC0numeric19 unique values
0 missing
Eig02_AEA.ri.numeric8 unique values
0 missing
MATS4snumeric21 unique values
0 missing
AACnumeric21 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
MATS4vnumeric21 unique values
0 missing
AECCnumeric21 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
MATS5enumeric20 unique values
0 missing
ALOGPnumeric21 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
MATS5inumeric20 unique values
0 missing
ALOGP2numeric21 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MATS5pnumeric21 unique values
0 missing
AMRnumeric21 unique values
0 missing
Eig02_EA.ri.numeric7 unique values
0 missing
MATS5snumeric21 unique values
0 missing
AMWnumeric21 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
MATS5vnumeric18 unique values
0 missing
ARRnumeric19 unique values
0 missing
Eig03_AEA.dm.numeric19 unique values
0 missing
MATS6enumeric20 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
MATS6inumeric21 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
MATS6mnumeric20 unique values
0 missing
ATS1mnumeric21 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
MATS6pnumeric19 unique values
0 missing
ATS1pnumeric21 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
MATS6vnumeric20 unique values
0 missing
ATS1snumeric21 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
MATS7enumeric20 unique values
0 missing
ATS1vnumeric21 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
MATS7inumeric21 unique values
0 missing
ATS2enumeric21 unique values
0 missing
Eig03_EA.ri.numeric14 unique values
0 missing
MATS7mnumeric21 unique values
0 missing
ATS2inumeric21 unique values
0 missing
Eig04_AEA.bo.numeric17 unique values
0 missing
MATS7pnumeric20 unique values
0 missing
ATS2mnumeric21 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
MATS7snumeric21 unique values
0 missing
ATS2pnumeric21 unique values
0 missing
Eig04_AEA.ed.numeric13 unique values
0 missing
MATS7vnumeric18 unique values
0 missing
ATS2snumeric20 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
MATS8enumeric20 unique values
0 missing
ATS2vnumeric21 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
MATS8inumeric19 unique values
0 missing
ATS3enumeric21 unique values
0 missing
Eig04_EA.bo.numeric14 unique values
0 missing
MATS8mnumeric21 unique values
0 missing
ATS3inumeric21 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
MATS8pnumeric20 unique values
0 missing
ATS3mnumeric21 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
MATS8snumeric20 unique values
0 missing
ATS3pnumeric21 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
MATS8vnumeric21 unique values
0 missing
ATS3snumeric21 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
MAXDNnumeric21 unique values
0 missing
ATS3vnumeric21 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
MAXDPnumeric21 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
MCDnumeric19 unique values
0 missing
ATS4inumeric21 unique values
0 missing
Eig05_AEA.ri.numeric21 unique values
0 missing
MDDDnumeric21 unique values
0 missing
ATS4mnumeric21 unique values
0 missing
Eig05_EAnumeric21 unique values
0 missing
Menumeric18 unique values
0 missing
ATS4pnumeric21 unique values
0 missing
Eig05_EA.bo.numeric18 unique values
0 missing
Minumeric14 unique values
0 missing
ATS4snumeric21 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
MLOGPnumeric21 unique values
0 missing
ATS4vnumeric21 unique values
0 missing
Eig05_EA.ed.numeric19 unique values
0 missing
MLOGP2numeric21 unique values
0 missing
ATS5enumeric21 unique values
0 missing
Eig05_EA.ri.numeric21 unique values
0 missing
Mpnumeric19 unique values
0 missing
ATS5inumeric21 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
MPC01numeric17 unique values
0 missing
ATS5mnumeric21 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
MPC02numeric16 unique values
0 missing
ATS5pnumeric20 unique values
0 missing
Eig06_AEA.ed.numeric13 unique values
0 missing
MPC03numeric18 unique values
0 missing
ATS5snumeric21 unique values
0 missing
Eig06_AEA.ri.numeric20 unique values
0 missing
MPC04numeric17 unique values
0 missing
ATS5vnumeric21 unique values
0 missing
Eig06_EAnumeric19 unique values
0 missing
MPC05numeric20 unique values
0 missing
ATS6enumeric21 unique values
0 missing
Eig06_EA.bo.numeric20 unique values
0 missing
MPC06numeric21 unique values
0 missing
ATS6inumeric21 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
MPC07numeric19 unique values
0 missing
ATS6mnumeric20 unique values
0 missing
Eig06_EA.ed.numeric17 unique values
0 missing
MPC08numeric20 unique values
0 missing
ATS6pnumeric21 unique values
0 missing
Eig06_EA.ri.numeric21 unique values
0 missing
MPC09numeric19 unique values
0 missing
ATS6snumeric21 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
MPC10numeric17 unique values
0 missing
ATS6vnumeric21 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
MSDnumeric21 unique values
0 missing
ATS7enumeric21 unique values
0 missing
Eig07_AEA.ed.numeric18 unique values
0 missing
Mvnumeric18 unique values
0 missing
ATS7inumeric21 unique values
0 missing
Eig07_AEA.ri.numeric19 unique values
0 missing
MWnumeric21 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
MWC01numeric17 unique values
0 missing
ATS7pnumeric21 unique values
0 missing
Eig07_EA.bo.numeric21 unique values
0 missing
MWC02numeric19 unique values
0 missing
ATS7snumeric21 unique values
0 missing
Eig07_EA.dm.numeric6 unique values
0 missing
MWC03numeric21 unique values
0 missing
ATS7vnumeric21 unique values
0 missing
Eig07_EA.ed.numeric21 unique values
0 missing
MWC04numeric20 unique values
0 missing
ATS8enumeric21 unique values
0 missing
Eig07_EA.ri.numeric21 unique values
0 missing
MWC05numeric21 unique values
0 missing
ATS8inumeric21 unique values
0 missing
Eig08_AEA.bo.numeric21 unique values
0 missing
MWC06numeric20 unique values
0 missing
ATS8mnumeric21 unique values
0 missing
Eig08_AEA.dm.numeric21 unique values
0 missing
MWC07numeric20 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
Eig08_AEA.ed.numeric19 unique values
0 missing
MWC08numeric21 unique values
0 missing
ATS8snumeric21 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
MWC09numeric21 unique values
0 missing
ATS8vnumeric21 unique values
0 missing
Eig08_EAnumeric20 unique values
0 missing
MWC10numeric21 unique values
0 missing
ATSC1enumeric19 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
N.067numeric3 unique values
0 missing
ATSC1inumeric21 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
N.068numeric3 unique values
0 missing
ATSC1mnumeric21 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC1pnumeric21 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
N.070numeric3 unique values
0 missing
ATSC1snumeric21 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC1vnumeric21 unique values
0 missing
Eig09_AEA.dm.numeric20 unique values
0 missing
N.074numeric3 unique values
0 missing
ATSC2enumeric20 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC2inumeric21 unique values
0 missing
Eig09_AEA.ri.numeric21 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC2mnumeric21 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
N.077numeric2 unique values
0 missing
ATSC2pnumeric21 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
N.079numeric2 unique values
0 missing
ATSC2snumeric21 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC2vnumeric21 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATSC3enumeric21 unique values
0 missing
Eig09_EA.ri.numeric20 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATSC3inumeric21 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
NaaOnumeric3 unique values
0 missing
ATSC3mnumeric21 unique values
0 missing
Eig10_AEA.dm.numeric21 unique values
0 missing
NaasCnumeric7 unique values
0 missing
ATSC3pnumeric21 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
nABnumeric6 unique values
0 missing
ATSC3snumeric21 unique values
0 missing
Eig10_AEA.ri.numeric19 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC3vnumeric21 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
nArNHRnumeric3 unique values
0 missing
ATSC4enumeric20 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATSC4inumeric21 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
nATnumeric21 unique values
0 missing
ATSC4mnumeric21 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
nBMnumeric11 unique values
0 missing
ATSC4pnumeric21 unique values
0 missing
Eig10_EA.ri.numeric19 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC4snumeric21 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
nBOnumeric17 unique values
0 missing
ATSC4vnumeric21 unique values
0 missing
Eig11_AEA.dm.numeric20 unique values
0 missing
nBTnumeric21 unique values
0 missing
ATSC5enumeric19 unique values
0 missing
Eig11_AEA.ed.numeric20 unique values
0 missing
nCnumeric15 unique values
0 missing
ATSC5inumeric21 unique values
0 missing
Eig11_AEA.ri.numeric19 unique values
0 missing
nCarnumeric7 unique values
0 missing
ATSC5mnumeric21 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATSC5pnumeric21 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
nCbHnumeric6 unique values
0 missing
ATSC5snumeric21 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
nCICnumeric5 unique values
0 missing
ATSC5vnumeric21 unique values
0 missing
Eig11_EA.ri.numeric19 unique values
0 missing
nCIRnumeric6 unique values
0 missing
ATSC6enumeric21 unique values
0 missing
Eig12_AEA.bo.numeric20 unique values
0 missing
nC..N.N2numeric2 unique values
0 missing
ATSC6inumeric21 unique values
0 missing
Eig12_AEA.dm.numeric18 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATSC6mnumeric21 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
nCrsnumeric3 unique values
0 missing
ATSC6pnumeric21 unique values
0 missing
Eig12_AEA.ri.numeric20 unique values
0 missing
nCrtnumeric2 unique values
0 missing
ATSC6snumeric21 unique values
0 missing
Eig12_EAnumeric20 unique values
0 missing
nCsnumeric8 unique values
0 missing
ATSC6vnumeric21 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
nCspnumeric3 unique values
0 missing
ATSC7enumeric20 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
nCsp2numeric8 unique values
0 missing
ATSC7inumeric21 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
nCsp3numeric12 unique values
0 missing
ATSC7mnumeric21 unique values
0 missing
Eig12_EA.ri.numeric20 unique values
0 missing
nCtnumeric2 unique values
0 missing
ATSC7pnumeric21 unique values
0 missing
Eig13_AEA.bo.numeric20 unique values
0 missing
nDBnumeric5 unique values
0 missing
ATSC7vnumeric21 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
NddsNnumeric3 unique values
0 missing
ATSC8enumeric20 unique values
0 missing
Eig13_AEA.ed.numeric20 unique values
0 missing
NdOnumeric4 unique values
0 missing
ATSC8inumeric21 unique values
0 missing
Eig13_AEA.ri.numeric20 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
ATSC8mnumeric21 unique values
0 missing
Eig13_EAnumeric20 unique values
0 missing
NdsNnumeric2 unique values
0 missing
ATSC8pnumeric21 unique values
0 missing
Eig13_EA.bo.numeric20 unique values
0 missing
NdssCnumeric2 unique values
0 missing
ATSC8snumeric21 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC8vnumeric21 unique values
0 missing
Eig13_EA.ed.numeric20 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig13_EA.ri.numeric19 unique values
0 missing
nFuranesnumeric3 unique values
0 missing
BBInumeric16 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
nHnumeric17 unique values
0 missing
BIC1numeric20 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
nHAccnumeric7 unique values
0 missing
BIC2numeric19 unique values
0 missing
Eig14_AEA.ed.numeric20 unique values
0 missing
nHDonnumeric5 unique values
0 missing
BIC3numeric19 unique values
0 missing
Eig14_AEA.ri.numeric20 unique values
0 missing
nHetnumeric8 unique values
0 missing
BIC4numeric21 unique values
0 missing
Eig14_EAnumeric20 unique values
0 missing
nHMnumeric3 unique values
0 missing
BIC5numeric21 unique values
0 missing
Eig14_EA.bo.numeric20 unique values
0 missing
nNnumeric5 unique values
0 missing
BIDnumeric21 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
nN.numeric2 unique values
0 missing
BLInumeric21 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
nN.C.N.numeric2 unique values
0 missing
BLTA96numeric20 unique values
0 missing
Eig14_EA.ri.numeric20 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
BLTD48numeric20 unique values
0 missing
Eig15_AEA.bo.numeric18 unique values
0 missing
nNqnumeric2 unique values
0 missing
BLTF96numeric20 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
NNRSnumeric4 unique values
0 missing
C.numeric16 unique values
0 missing
Eig15_AEA.ed.numeric20 unique values
0 missing
nOnumeric7 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig15_AEA.ri.numeric19 unique values
0 missing
nOHpnumeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_EAnumeric19 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig15_EA.bo.numeric19 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
C.006numeric7 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
nR05numeric3 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
nR06numeric4 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig15_EA.ri.numeric20 unique values
0 missing
nR07numeric2 unique values
0 missing
C.020numeric2 unique values
0 missing
Eta_alphanumeric19 unique values
0 missing
nR10numeric2 unique values
0 missing
C.022numeric2 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
nR.C.numeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
C.025numeric4 unique values
0 missing
Eta_beta_Anumeric21 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
nRNHRnumeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_betaP_Anumeric21 unique values
0 missing
nRNO2numeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
nRNR2numeric3 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_betaS_Anumeric15 unique values
0 missing
nROCONnumeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_Cnumeric21 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_C_Anumeric21 unique values
0 missing
NRSnumeric5 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_epsinumeric21 unique values
0 missing
nRSRnumeric3 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_epsi_Anumeric17 unique values
0 missing
nSnumeric3 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_Fnumeric21 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eta_F_Anumeric21 unique values
0 missing
nSKnumeric15 unique values
0 missing
CATS2D_01_DPnumeric2 unique values
0 missing
Eta_FLnumeric14 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_Lnumeric21 unique values
0 missing
NssCH2numeric11 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
NssNHnumeric3 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_sh_ynumeric20 unique values
0 missing
NssOnumeric2 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS1enumeric16 unique values
0 missing
NssSnumeric3 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS1inumeric19 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
GATS1pnumeric20 unique values
0 missing
NssssN.numeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS1snumeric17 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS1vnumeric21 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS2enumeric20 unique values
0 missing
NtsCnumeric3 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS2inumeric21 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS2mnumeric20 unique values
0 missing
O.058numeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS2pnumeric20 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS2vnumeric21 unique values
0 missing
O.061numeric3 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS3mnumeric21 unique values
0 missing
ON0numeric19 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS3snumeric21 unique values
0 missing
ON0Vnumeric21 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS3vnumeric20 unique values
0 missing
ON1numeric20 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS4enumeric20 unique values
0 missing
ON1Vnumeric21 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
GATS4inumeric19 unique values
0 missing
PCDnumeric21 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
GATS4mnumeric19 unique values
0 missing
PCRnumeric21 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS4pnumeric19 unique values
0 missing
PDInumeric18 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS4snumeric16 unique values
0 missing
PHInumeric21 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS4vnumeric21 unique values
0 missing
piIDnumeric21 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS5enumeric19 unique values
0 missing
piPC01numeric21 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS5inumeric21 unique values
0 missing
piPC02numeric21 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GATS5mnumeric20 unique values
0 missing
piPC03numeric21 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
GATS5pnumeric20 unique values
0 missing
piPC04numeric20 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS5vnumeric20 unique values
0 missing
piPC05numeric21 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6enumeric21 unique values
0 missing
piPC06numeric21 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
GATS6inumeric21 unique values
0 missing
piPC07numeric21 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS6mnumeric19 unique values
0 missing
piPC08numeric21 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
GATS6pnumeric21 unique values
0 missing
piPC09numeric19 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6snumeric21 unique values
0 missing
piPC10numeric19 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
GATS6vnumeric19 unique values
0 missing
PJI2numeric9 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS7enumeric21 unique values
0 missing
Polnumeric17 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS7inumeric20 unique values
0 missing
Psi_e_0numeric21 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS7pnumeric21 unique values
0 missing
Psi_e_0dnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS7snumeric21 unique values
0 missing
Psi_e_1numeric21 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS7vnumeric20 unique values
0 missing
Psi_e_1dnumeric3 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS8inumeric20 unique values
0 missing
Psi_i_0numeric21 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS8mnumeric20 unique values
0 missing
Psi_i_0dnumeric2 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
GATS8pnumeric19 unique values
0 missing
Psi_i_1numeric21 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS8snumeric18 unique values
0 missing
Psi_i_1dnumeric3 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8vnumeric20 unique values
0 missing
Psi_i_1snumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GGI1numeric9 unique values
0 missing
Psi_i_snumeric21 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GGI10numeric14 unique values
0 missing
Psi_i_tnumeric5 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GGI2numeric9 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GGI3numeric13 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
GGI4numeric14 unique values
0 missing
P_VSA_e_1numeric15 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GGI5numeric14 unique values
0 missing
P_VSA_e_2numeric20 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GGI6numeric13 unique values
0 missing
P_VSA_e_3numeric11 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
GGI7numeric12 unique values
0 missing
P_VSA_e_5numeric8 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI8numeric12 unique values
0 missing
P_VSA_i_1numeric3 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GGI9numeric14 unique values
0 missing
P_VSA_i_2numeric20 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GMTInumeric21 unique values
0 missing
P_VSA_i_3numeric17 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
GMTIVnumeric21 unique values
0 missing
P_VSA_i_4numeric11 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
H.numeric18 unique values
0 missing
P_VSA_LogP_1numeric8 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
H.046numeric6 unique values
0 missing
P_VSA_LogP_2numeric15 unique values
0 missing
CENTnumeric21 unique values
0 missing
H.047numeric10 unique values
0 missing
P_VSA_LogP_3numeric11 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
H.048numeric2 unique values
0 missing
P_VSA_LogP_4numeric10 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_LogP_5numeric13 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
H.050numeric5 unique values
0 missing
P_VSA_LogP_6numeric7 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
H.051numeric3 unique values
0 missing
P_VSA_LogP_7numeric15 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
H.052numeric3 unique values
0 missing
P_VSA_LogP_8numeric3 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
H.053numeric3 unique values
0 missing
P_VSA_m_1numeric15 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
HDcpxnumeric20 unique values
0 missing
P_VSA_m_2numeric21 unique values
0 missing
Chi0_EA.ed.numeric21 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
P_VSA_m_3numeric8 unique values
0 missing
Chi0_EA.ri.numeric21 unique values
0 missing
Hynumeric20 unique values
0 missing
P_VSA_m_4numeric3 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_MR_1numeric13 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_MR_2numeric8 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_MR_3numeric4 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
IACnumeric21 unique values
0 missing
P_VSA_MR_5numeric17 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
IC0numeric21 unique values
0 missing
P_VSA_MR_6numeric14 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
IC1numeric21 unique values
0 missing
P_VSA_MR_7numeric6 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
IC2numeric21 unique values
0 missing
P_VSA_MR_8numeric3 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
IC3numeric21 unique values
0 missing
P_VSA_p_1numeric15 unique values
0 missing
Chi1_EA.ri.numeric21 unique values
0 missing
IC4numeric21 unique values
0 missing
P_VSA_p_2numeric12 unique values
0 missing
CIC0numeric21 unique values
0 missing
IC5numeric21 unique values
0 missing
P_VSA_p_3numeric20 unique values
0 missing
CIC1numeric20 unique values
0 missing
ICRnumeric20 unique values
0 missing
P_VSA_s_2numeric15 unique values
0 missing
CIC2numeric21 unique values
0 missing
IDDEnumeric21 unique values
0 missing
CIC3numeric21 unique values
0 missing
IDDMnumeric19 unique values
0 missing
CIC4numeric21 unique values
0 missing
IDEnumeric21 unique values
0 missing
CIC5numeric21 unique values
0 missing
IDETnumeric21 unique values
0 missing
CIDnumeric21 unique values
0 missing
IDMnumeric21 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
21
Number of instances (rows) of the dataset.
NumberOfFeatures
764
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
763
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
4.58
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
1.23
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
20746.39
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.07
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.61
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
0.24
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
3.73
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
99.09
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.38
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.24
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.1
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
1.61
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
36.38
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.08
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.38
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
67.29
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
-0.53
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.21
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.63
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
21
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.07
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
29012.19
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
4.87
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.62
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.58
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
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-CHEMBL3197
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3197
0 runs - estimation_procedure: 50 times Clustering
Define a new task