Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL5032 (TID: 100029), and it has 14 rows and 749 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.

751 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
DLS_03numeric4 unique values
0 missing
MATS2inumeric14 unique values
0 missing
ATS4mnumeric14 unique values
0 missing
DLS_04numeric5 unique values
0 missing
MATS2mnumeric13 unique values
0 missing
ATS4pnumeric14 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MATS2pnumeric14 unique values
0 missing
ATS4vnumeric14 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS2snumeric13 unique values
0 missing
ATS5enumeric14 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
MATS2vnumeric14 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Dznumeric11 unique values
0 missing
MATS3enumeric13 unique values
0 missing
ATS5mnumeric14 unique values
0 missing
ECCnumeric9 unique values
0 missing
MATS3mnumeric14 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
MATS4enumeric12 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
MATS4inumeric14 unique values
0 missing
ATS6inumeric14 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
MATS4mnumeric11 unique values
0 missing
ATS7snumeric13 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
MATS4pnumeric13 unique values
0 missing
ATSC4inumeric14 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
MATS4snumeric14 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
MATS4vnumeric14 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
MATS5enumeric14 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
MATS5inumeric13 unique values
0 missing
ATSC5enumeric14 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
MATS5snumeric14 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
MATS5vnumeric14 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
MATS6enumeric14 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
Eig02_AEA.ed.numeric6 unique values
0 missing
MATS6inumeric14 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
MATS6mnumeric14 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
MATS6pnumeric14 unique values
0 missing
BIC2numeric14 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
MATS6snumeric13 unique values
0 missing
Eta_Cnumeric14 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS6vnumeric14 unique values
0 missing
GATS6mnumeric14 unique values
0 missing
Eig02_EA.ed.numeric7 unique values
0 missing
MATS7enumeric14 unique values
0 missing
IACnumeric14 unique values
0 missing
Eig02_EA.ri.numeric9 unique values
0 missing
MATS7inumeric14 unique values
0 missing
IC4numeric14 unique values
0 missing
Eig03_AEA.bo.numeric8 unique values
0 missing
MATS7pnumeric13 unique values
0 missing
IC5numeric14 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
MATS7vnumeric14 unique values
0 missing
JGI10numeric5 unique values
0 missing
Eig03_AEA.ed.numeric7 unique values
0 missing
MATS8enumeric13 unique values
0 missing
MATS5mnumeric14 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
MATS8inumeric14 unique values
0 missing
MATS5pnumeric14 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
MATS8mnumeric13 unique values
0 missing
MATS7mnumeric14 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
MATS8pnumeric14 unique values
0 missing
MATS7snumeric13 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS8snumeric13 unique values
0 missing
Mvnumeric13 unique values
0 missing
Eig03_EA.ed.numeric7 unique values
0 missing
MATS8vnumeric14 unique values
0 missing
N.numeric10 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
MAXDNnumeric13 unique values
0 missing
SIC2numeric14 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
MAXDPnumeric14 unique values
0 missing
SpMax5_Bh.e.numeric11 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
MCDnumeric7 unique values
0 missing
SpMax5_Bh.p.numeric9 unique values
0 missing
Eig04_AEA.ed.numeric7 unique values
0 missing
MDDDnumeric9 unique values
0 missing
SpMax5_Bh.v.numeric9 unique values
0 missing
Eig04_AEA.ri.numeric11 unique values
0 missing
Menumeric12 unique values
0 missing
SpMax7_Bh.m.numeric9 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
Minumeric11 unique values
0 missing
SpMin6_Bh.s.numeric11 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
MLOGPnumeric13 unique values
0 missing
SpMin7_Bh.i.numeric10 unique values
0 missing
Eig04_EA.ed.numeric7 unique values
0 missing
MLOGP2numeric13 unique values
0 missing
TIC0numeric14 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
Mpnumeric13 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
Eig05_AEA.bo.numeric9 unique values
0 missing
MPC01numeric9 unique values
0 missing
SM05_EA.dm.numeric8 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
MPC02numeric8 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
Eig05_AEA.ed.numeric8 unique values
0 missing
MPC03numeric9 unique values
0 missing
MATS3inumeric13 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
MPC04numeric9 unique values
0 missing
MATS3pnumeric14 unique values
0 missing
Eig05_EAnumeric7 unique values
0 missing
MPC05numeric7 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
Eig05_EA.bo.numeric7 unique values
0 missing
MPC06numeric9 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MPC07numeric9 unique values
0 missing
IC0numeric14 unique values
0 missing
Eig05_EA.ed.numeric6 unique values
0 missing
MPC08numeric9 unique values
0 missing
ATSC2pnumeric14 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
MPC09numeric9 unique values
0 missing
ATSC2vnumeric14 unique values
0 missing
Eig06_AEA.bo.numeric8 unique values
0 missing
MPC10numeric9 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
MSDnumeric9 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
Eig06_AEA.ed.numeric8 unique values
0 missing
MWnumeric14 unique values
0 missing
BIC0numeric14 unique values
0 missing
Eig06_AEA.ri.numeric10 unique values
0 missing
MWC01numeric9 unique values
0 missing
BIC1numeric14 unique values
0 missing
Eig06_EAnumeric6 unique values
0 missing
MWC02numeric9 unique values
0 missing
CIC0numeric14 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
MWC03numeric8 unique values
0 missing
CIC1numeric14 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MWC04numeric9 unique values
0 missing
CIC2numeric14 unique values
0 missing
Eig06_EA.ed.numeric9 unique values
0 missing
MWC05numeric9 unique values
0 missing
DELSnumeric14 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
MWC06numeric9 unique values
0 missing
GATS2pnumeric14 unique values
0 missing
Eig07_AEA.bo.numeric8 unique values
0 missing
MWC07numeric9 unique values
0 missing
GATS2vnumeric13 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
MWC08numeric9 unique values
0 missing
GATS3pnumeric14 unique values
0 missing
Eig07_AEA.ed.numeric7 unique values
0 missing
MWC09numeric9 unique values
0 missing
GATS3snumeric14 unique values
0 missing
Eig07_AEA.ri.numeric9 unique values
0 missing
MWC10numeric9 unique values
0 missing
GATS8inumeric13 unique values
0 missing
Eig07_EAnumeric9 unique values
0 missing
N.067numeric2 unique values
0 missing
MATS3snumeric12 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
N.068numeric2 unique values
0 missing
S3Knumeric13 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
NaaCHnumeric4 unique values
0 missing
SaaCHnumeric14 unique values
0 missing
Eig07_EA.ri.numeric9 unique values
0 missing
NaasCnumeric3 unique values
0 missing
SIC0numeric14 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
nABnumeric3 unique values
0 missing
SIC1numeric14 unique values
0 missing
Eig08_AEA.dm.numeric6 unique values
0 missing
nArXnumeric3 unique values
0 missing
SpMAD_AEA.dm.numeric13 unique values
0 missing
Eig08_AEA.ed.numeric8 unique values
0 missing
nATnumeric12 unique values
0 missing
SpMax1_Bh.m.numeric11 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
nBMnumeric4 unique values
0 missing
SpMax2_Bh.e.numeric14 unique values
0 missing
Eig08_EAnumeric7 unique values
0 missing
nBnznumeric3 unique values
0 missing
SpMax2_Bh.p.numeric14 unique values
0 missing
Eig08_EA.bo.numeric11 unique values
0 missing
nBOnumeric9 unique values
0 missing
SpMax2_Bh.v.numeric14 unique values
0 missing
Eig08_EA.ed.numeric7 unique values
0 missing
nBTnumeric12 unique values
0 missing
SpMax3_Bh.p.numeric14 unique values
0 missing
Eig08_EA.ri.numeric9 unique values
0 missing
nCnumeric9 unique values
0 missing
SpMax3_Bh.v.numeric14 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
nCarnumeric3 unique values
0 missing
SpMin2_Bh.e.numeric14 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
nCb.numeric3 unique values
0 missing
SpMin2_Bh.i.numeric13 unique values
0 missing
Eig09_AEA.ed.numeric7 unique values
0 missing
nCbHnumeric4 unique values
0 missing
SpMin2_Bh.v.numeric14 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
nCconjnumeric2 unique values
0 missing
SpMin3_Bh.e.numeric11 unique values
0 missing
Eig09_EAnumeric8 unique values
0 missing
nCICnumeric3 unique values
0 missing
SpMin3_Bh.i.numeric11 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
nCIRnumeric3 unique values
0 missing
SpMin3_Bh.m.numeric13 unique values
0 missing
Eig09_EA.ed.numeric7 unique values
0 missing
nCLnumeric2 unique values
0 missing
SpMin4_Bh.s.numeric13 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
nCrsnumeric3 unique values
0 missing
BLInumeric14 unique values
0 missing
Eig10_AEA.bo.numeric7 unique values
0 missing
nCrtnumeric4 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
Eig10_AEA.ed.numeric8 unique values
0 missing
nCsnumeric5 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
nCsp2numeric5 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
nCsp3numeric9 unique values
0 missing
Eta_F_Anumeric14 unique values
0 missing
Eig10_EA.bo.numeric6 unique values
0 missing
nCtnumeric4 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
nDBnumeric2 unique values
0 missing
MATS3vnumeric14 unique values
0 missing
Eig10_EA.ri.numeric8 unique values
0 missing
NdOnumeric2 unique values
0 missing
SM02_EA.dm.numeric11 unique values
0 missing
Eig11_AEA.bo.numeric9 unique values
0 missing
NdssCnumeric3 unique values
0 missing
SpAD_EA.dm.numeric11 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
SpMax3_Bh.s.numeric11 unique values
0 missing
Eig11_AEA.ed.numeric9 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
X1Avnumeric14 unique values
0 missing
Eig11_AEA.ri.numeric9 unique values
0 missing
nFnumeric3 unique values
0 missing
GATS5inumeric13 unique values
0 missing
Eig11_EAnumeric7 unique values
0 missing
nHnumeric12 unique values
0 missing
AECCnumeric9 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
nHAccnumeric5 unique values
0 missing
ALOGPnumeric14 unique values
0 missing
Eig11_EA.ed.numeric8 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ALOGP2numeric14 unique values
0 missing
Eig11_EA.ri.numeric8 unique values
0 missing
nHetnumeric3 unique values
0 missing
AMRnumeric14 unique values
0 missing
Eig12_AEA.bo.numeric9 unique values
0 missing
nHMnumeric2 unique values
0 missing
AMWnumeric14 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
nNnumeric2 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig12_AEA.ed.numeric9 unique values
0 missing
NNRSnumeric3 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig12_AEA.ri.numeric9 unique values
0 missing
nOnumeric3 unique values
0 missing
ATS1inumeric14 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
nOxolanesnumeric2 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
Eig12_EA.bo.numeric9 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig12_EA.ed.numeric9 unique values
0 missing
nR06numeric3 unique values
0 missing
ATS1snumeric14 unique values
0 missing
Eig12_EA.ri.numeric9 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
ATS2enumeric14 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
ATS2inumeric14 unique values
0 missing
Eig13_AEA.ed.numeric6 unique values
0 missing
nRNR2numeric2 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig13_AEA.ri.numeric9 unique values
0 missing
nRORnumeric2 unique values
0 missing
ATS2pnumeric14 unique values
0 missing
Eig13_EAnumeric7 unique values
0 missing
NRSnumeric3 unique values
0 missing
ATS2snumeric14 unique values
0 missing
Eig13_EA.bo.numeric9 unique values
0 missing
NsCH3numeric2 unique values
0 missing
ATS2vnumeric14 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
NsClnumeric2 unique values
0 missing
ATS3enumeric14 unique values
0 missing
Eig13_EA.ri.numeric9 unique values
0 missing
NsFnumeric3 unique values
0 missing
ATS3inumeric14 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
nSKnumeric9 unique values
0 missing
ATS3mnumeric13 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
NssCH2numeric4 unique values
0 missing
ATS3pnumeric14 unique values
0 missing
Eig14_AEA.ed.numeric6 unique values
0 missing
NssNHnumeric2 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig14_AEA.ri.numeric9 unique values
0 missing
NssOnumeric2 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
Eig14_EAnumeric7 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
ATS4enumeric14 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
NsssNnumeric2 unique values
0 missing
ATS4inumeric14 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
nXnumeric3 unique values
0 missing
ATS4snumeric14 unique values
0 missing
Eig14_EA.ri.numeric9 unique values
0 missing
O.numeric13 unique values
0 missing
ATS5pnumeric14 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
O.058numeric2 unique values
0 missing
ATS5snumeric14 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
O.059numeric2 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig15_AEA.ed.numeric9 unique values
0 missing
O.060numeric2 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
ON0numeric9 unique values
0 missing
ATS6snumeric14 unique values
0 missing
Eig15_EAnumeric8 unique values
0 missing
ON0Vnumeric14 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
ON1numeric9 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig15_EA.ed.numeric8 unique values
0 missing
ON1Vnumeric12 unique values
0 missing
ATS7inumeric14 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
PCDnumeric11 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
PCRnumeric10 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
Eta_Bnumeric5 unique values
0 missing
PDInumeric13 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
PHInumeric13 unique values
0 missing
ATS8enumeric11 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
piIDnumeric11 unique values
0 missing
ATS8inumeric11 unique values
0 missing
Eta_beta_Anumeric13 unique values
0 missing
piPC01numeric10 unique values
0 missing
ATS8mnumeric11 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
piPC02numeric10 unique values
0 missing
ATS8pnumeric11 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
piPC03numeric11 unique values
0 missing
ATS8snumeric11 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
piPC04numeric9 unique values
0 missing
ATS8vnumeric11 unique values
0 missing
Eta_betaS_Anumeric10 unique values
0 missing
piPC05numeric11 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eta_C_Anumeric14 unique values
0 missing
piPC06numeric9 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
piPC07numeric11 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
Eta_epsi_Anumeric14 unique values
0 missing
piPC08numeric11 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
Eta_Fnumeric14 unique values
0 missing
piPC09numeric11 unique values
0 missing
ATSC1snumeric14 unique values
0 missing
Eta_FLnumeric12 unique values
0 missing
piPC10numeric11 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eta_Lnumeric14 unique values
0 missing
PJI2numeric6 unique values
0 missing
ATSC2enumeric14 unique values
0 missing
Eta_L_Anumeric12 unique values
0 missing
Polnumeric9 unique values
0 missing
ATSC2inumeric14 unique values
0 missing
Eta_sh_pnumeric11 unique values
0 missing
Psi_e_0numeric14 unique values
0 missing
ATSC2mnumeric14 unique values
0 missing
Eta_sh_ynumeric11 unique values
0 missing
Psi_e_1numeric14 unique values
0 missing
ATSC3enumeric14 unique values
0 missing
F.084numeric3 unique values
0 missing
Psi_e_Anumeric14 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
GATS1enumeric12 unique values
0 missing
Psi_i_0numeric14 unique values
0 missing
ATSC3mnumeric14 unique values
0 missing
GATS1inumeric14 unique values
0 missing
Psi_i_1numeric14 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
Psi_i_Anumeric14 unique values
0 missing
ATSC3vnumeric14 unique values
0 missing
GATS1pnumeric13 unique values
0 missing
Psi_i_snumeric14 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
GATS1snumeric12 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
ATSC6enumeric14 unique values
0 missing
GATS2enumeric14 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
ATSC6inumeric14 unique values
0 missing
GATS2inumeric14 unique values
0 missing
P_VSA_e_1numeric12 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
P_VSA_e_2numeric13 unique values
0 missing
ATSC6snumeric14 unique values
0 missing
GATS2snumeric14 unique values
0 missing
P_VSA_e_3numeric3 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
GATS3enumeric14 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
ATSC7inumeric14 unique values
0 missing
GATS3inumeric13 unique values
0 missing
P_VSA_e_5numeric3 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
GATS3mnumeric13 unique values
0 missing
P_VSA_e_6numeric3 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
GATS3vnumeric14 unique values
0 missing
P_VSA_i_2numeric13 unique values
0 missing
ATSC7snumeric14 unique values
0 missing
GATS4enumeric14 unique values
0 missing
P_VSA_i_3numeric13 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
GATS4inumeric14 unique values
0 missing
P_VSA_i_4numeric5 unique values
0 missing
ATSC8enumeric14 unique values
0 missing
GATS4mnumeric12 unique values
0 missing
P_VSA_LogP_1numeric2 unique values
0 missing
ATSC8inumeric14 unique values
0 missing
GATS4pnumeric14 unique values
0 missing
P_VSA_LogP_2numeric5 unique values
0 missing
ATSC8mnumeric14 unique values
0 missing
GATS4snumeric14 unique values
0 missing
P_VSA_LogP_3numeric5 unique values
0 missing
ATSC8pnumeric14 unique values
0 missing
GATS4vnumeric14 unique values
0 missing
P_VSA_LogP_4numeric3 unique values
0 missing
ATSC8snumeric14 unique values
0 missing
GATS5enumeric14 unique values
0 missing
P_VSA_LogP_5numeric7 unique values
0 missing
ATSC8vnumeric14 unique values
0 missing
GATS5mnumeric14 unique values
0 missing
P_VSA_LogP_6numeric3 unique values
0 missing
BACnumeric3 unique values
0 missing
GATS5pnumeric14 unique values
0 missing
P_VSA_LogP_7numeric12 unique values
0 missing
BBInumeric8 unique values
0 missing
GATS5snumeric14 unique values
0 missing
P_VSA_LogP_8numeric2 unique values
0 missing
BIC3numeric12 unique values
0 missing
GATS5vnumeric14 unique values
0 missing
P_VSA_m_1numeric12 unique values
0 missing
BIC4numeric14 unique values
0 missing
GATS6enumeric13 unique values
0 missing
P_VSA_m_2numeric14 unique values
0 missing
BIC5numeric14 unique values
0 missing
GATS6inumeric13 unique values
0 missing
P_VSA_m_3numeric5 unique values
0 missing
BIDnumeric9 unique values
0 missing
GATS6pnumeric14 unique values
0 missing
P_VSA_m_4numeric2 unique values
0 missing
BLTA96numeric13 unique values
0 missing
GATS6snumeric14 unique values
0 missing
P_VSA_MR_1numeric13 unique values
0 missing
BLTD48numeric13 unique values
0 missing
GATS6vnumeric14 unique values
0 missing
P_VSA_MR_2numeric4 unique values
0 missing
BLTF96numeric13 unique values
0 missing
GATS7enumeric14 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
C.numeric13 unique values
0 missing
GATS7inumeric13 unique values
0 missing
P_VSA_MR_5numeric7 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS7mnumeric13 unique values
0 missing
P_VSA_MR_6numeric7 unique values
0 missing
C.003numeric4 unique values
0 missing
GATS7pnumeric14 unique values
0 missing
P_VSA_MR_7numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS7snumeric14 unique values
0 missing
P_VSA_p_1numeric12 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS7vnumeric14 unique values
0 missing
P_VSA_p_2numeric6 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS8enumeric14 unique values
0 missing
P_VSA_p_3numeric13 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS8mnumeric13 unique values
0 missing
P_VSA_s_2numeric12 unique values
0 missing
C.024numeric4 unique values
0 missing
GATS8pnumeric14 unique values
0 missing
P_VSA_s_3numeric11 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS8snumeric14 unique values
0 missing
P_VSA_s_4numeric5 unique values
0 missing
C.026numeric2 unique values
0 missing
GATS8vnumeric12 unique values
0 missing
P_VSA_s_5numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
GGI1numeric3 unique values
0 missing
P_VSA_s_6numeric5 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
GGI10numeric8 unique values
0 missing
P_VSA_v_1numeric12 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GGI2numeric6 unique values
0 missing
P_VSA_v_2numeric7 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GGI3numeric6 unique values
0 missing
P_VSA_v_3numeric13 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GGI4numeric9 unique values
0 missing
PW2numeric8 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GGI5numeric9 unique values
0 missing
PW3numeric9 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GGI6numeric9 unique values
0 missing
PW4numeric6 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GGI7numeric9 unique values
0 missing
PW5numeric7 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GGI8numeric9 unique values
0 missing
Qindexnumeric4 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GGI9numeric8 unique values
0 missing
Ramnumeric3 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GMTInumeric9 unique values
0 missing
RBFnumeric12 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GMTIVnumeric14 unique values
0 missing
RBNnumeric7 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GNarnumeric9 unique values
0 missing
RCInumeric3 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
H.numeric13 unique values
0 missing
RDCHInumeric9 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
H.046numeric8 unique values
0 missing
RDSQnumeric9 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
H.047numeric6 unique values
0 missing
RFDnumeric3 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
H.050numeric2 unique values
0 missing
Rperimnumeric3 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
H.051numeric3 unique values
0 missing
S0Knumeric9 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
H.052numeric4 unique values
0 missing
S1Knumeric13 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
H.053numeric2 unique values
0 missing
S2Knumeric13 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
HDcpxnumeric9 unique values
0 missing
SAaccnumeric7 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
HNarnumeric4 unique values
0 missing
SaasCnumeric13 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
HVcpxnumeric9 unique values
0 missing
SAdonnumeric2 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
Hynumeric11 unique values
0 missing
SAtotnumeric14 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SCBOnumeric10 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SdOnumeric14 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
SdssCnumeric13 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
IC1numeric14 unique values
0 missing
Senumeric14 unique values
0 missing
CENTnumeric9 unique values
0 missing
IC2numeric14 unique values
0 missing
Sinumeric14 unique values
0 missing
Chi0_AEA.bo.numeric9 unique values
0 missing
IC3numeric14 unique values
0 missing
SIC3numeric14 unique values
0 missing
Chi0_AEA.dm.numeric9 unique values
0 missing
ICRnumeric9 unique values
0 missing
SIC4numeric13 unique values
0 missing
Chi0_AEA.ed.numeric9 unique values
0 missing
IDDEnumeric9 unique values
0 missing
SIC5numeric13 unique values
0 missing
Chi0_AEA.ri.numeric9 unique values
0 missing
IDDMnumeric9 unique values
0 missing
SM02_AEA.bo.numeric11 unique values
0 missing
Chi0_EAnumeric9 unique values
0 missing
IDEnumeric9 unique values
0 missing
SM02_AEA.dm.numeric7 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
IDETnumeric9 unique values
0 missing
SM02_AEA.ed.numeric9 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
IDMnumeric9 unique values
0 missing
SM02_AEA.ri.numeric8 unique values
0 missing
Chi0_EA.ed.numeric9 unique values
0 missing
IDMTnumeric9 unique values
0 missing
SM02_EAnumeric8 unique values
0 missing
Chi0_EA.ri.numeric11 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SM02_EA.bo.numeric10 unique values
0 missing
Chi1_AEA.bo.numeric9 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SM02_EA.ed.numeric9 unique values
0 missing
Chi1_AEA.dm.numeric9 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SM02_EA.ri.numeric11 unique values
0 missing
Chi1_AEA.ed.numeric9 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
SM03_AEA.bo.numeric10 unique values
0 missing
Chi1_AEA.ri.numeric9 unique values
0 missing
ISIZnumeric12 unique values
0 missing
SM03_AEA.dm.numeric8 unique values
0 missing
Chi1_EAnumeric9 unique values
0 missing
IVDEnumeric9 unique values
0 missing
SM03_AEA.ed.numeric9 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
IVDMnumeric9 unique values
0 missing
SM03_AEA.ri.numeric7 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
JGI1numeric8 unique values
0 missing
SM03_EAnumeric3 unique values
0 missing
Chi1_EA.ed.numeric9 unique values
0 missing
JGI2numeric8 unique values
0 missing
SM03_EA.bo.numeric6 unique values
0 missing
Chi1_EA.ri.numeric11 unique values
0 missing
JGI3numeric6 unique values
0 missing
SM03_EA.dm.numeric6 unique values
0 missing
CIC3numeric14 unique values
0 missing
JGI4numeric7 unique values
0 missing
CIC4numeric14 unique values
0 missing
JGI5numeric6 unique values
0 missing
CIC5numeric14 unique values
0 missing
JGI6numeric6 unique values
0 missing
CIDnumeric9 unique values
0 missing
JGI7numeric5 unique values
0 missing
Cl.089numeric2 unique values
0 missing
JGI8numeric6 unique values
0 missing
CMC.50numeric2 unique values
0 missing
JGI9numeric7 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGTnumeric9 unique values
0 missing
cRo5numeric2 unique values
0 missing
LLS_01numeric3 unique values
0 missing
CSInumeric9 unique values
0 missing
LLS_02numeric4 unique values
0 missing
DBInumeric8 unique values
0 missing
LOCnumeric9 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
LPRSnumeric9 unique values
0 missing
D.Dtr06numeric9 unique values
0 missing
MATS1enumeric14 unique values
0 missing
D.Dtr07numeric9 unique values
0 missing
MATS1inumeric12 unique values
0 missing
DECCnumeric9 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS1pnumeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS1snumeric13 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS1vnumeric11 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MATS2enumeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
751
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
750
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.51
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
-0.19
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
23104.5
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.
Quartile3MeansOfNumericAtts
6.16
Third quartile of means 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.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.74
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
0.88
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
3.74
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.
Quartile3StdDevOfNumericAtts
1.72
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
18121.72
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.36
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.71
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
-0.15
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
80.85
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.13
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.08
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
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.
Dimensionality
53.64
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.89
Second quartile (Median) of kurtosis 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.
MeanSkewnessOfNumericAtts
0.56
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.5
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
61.28
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
0.61
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.41
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5032
0 runs - estimation_procedure: 50 times Clustering
Define a new task