Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669

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: CHEMBL3669 (TID: 20084), and it has 17 rows and 716 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.

718 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
DECCnumeric14 unique values
0 missing
JGI7numeric7 unique values
0 missing
BIC1numeric16 unique values
0 missing
DELSnumeric17 unique values
0 missing
JGI8numeric7 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI9numeric9 unique values
0 missing
CIC1numeric15 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGTnumeric15 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
DLS_01numeric2 unique values
0 missing
LLS_01numeric4 unique values
0 missing
SIC1numeric15 unique values
0 missing
DLS_02numeric3 unique values
0 missing
LLS_02numeric4 unique values
0 missing
SpMAD_EA.ri.numeric16 unique values
0 missing
DLS_03numeric2 unique values
0 missing
LOCnumeric13 unique values
0 missing
SpMin1_Bh.m.numeric15 unique values
0 missing
DLS_04numeric3 unique values
0 missing
LPRSnumeric15 unique values
0 missing
SpMin2_Bh.m.numeric15 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS1enumeric15 unique values
0 missing
C.024numeric6 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
MATS1inumeric14 unique values
0 missing
GATS5vnumeric17 unique values
0 missing
Dznumeric16 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
GATS7vnumeric17 unique values
0 missing
ECCnumeric14 unique values
0 missing
MATS1pnumeric12 unique values
0 missing
MATS7vnumeric17 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
MATS1snumeric14 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
MATS1vnumeric11 unique values
0 missing
nCbHnumeric6 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
MATS2enumeric17 unique values
0 missing
PCRnumeric14 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
MATS2inumeric17 unique values
0 missing
P_VSA_LogP_3numeric7 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
MATS2mnumeric16 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
Eig01_EA.bo.numeric4 unique values
0 missing
MATS2pnumeric16 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS2snumeric14 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
Eig01_EA.ri.numeric5 unique values
0 missing
MATS3enumeric16 unique values
0 missing
GATS4vnumeric16 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
MATS3inumeric17 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
MATS3mnumeric16 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
MATS3pnumeric16 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
Eig02_AEA.ri.numeric15 unique values
0 missing
MATS3snumeric17 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
Eig02_EAnumeric14 unique values
0 missing
MATS3vnumeric16 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
Eig02_EA.bo.numeric14 unique values
0 missing
MATS4enumeric14 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS4inumeric17 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
MATS4mnumeric17 unique values
0 missing
CIC0numeric16 unique values
0 missing
Eig02_EA.ri.numeric14 unique values
0 missing
MATS4pnumeric16 unique values
0 missing
Hynumeric15 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
MATS4snumeric17 unique values
0 missing
SpMax1_Bh.p.numeric9 unique values
0 missing
Eig03_AEA.dm.numeric17 unique values
0 missing
MATS5enumeric17 unique values
0 missing
SpMax1_Bh.v.numeric11 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
MATS5inumeric17 unique values
0 missing
SpMax3_Bh.p.numeric9 unique values
0 missing
Eig03_AEA.ri.numeric16 unique values
0 missing
MATS5mnumeric16 unique values
0 missing
SpMax3_Bh.v.numeric12 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
MATS5pnumeric16 unique values
0 missing
SpMin1_Bh.e.numeric12 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
MATS5snumeric17 unique values
0 missing
SpMin1_Bh.i.numeric10 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
SpMin1_Bh.s.numeric15 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
MATS6enumeric17 unique values
0 missing
SpMin2_Bh.e.numeric16 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
MATS6inumeric16 unique values
0 missing
SpMin2_Bh.i.numeric12 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
MATS6mnumeric17 unique values
0 missing
SpMin3_Bh.e.numeric14 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
MATS6pnumeric16 unique values
0 missing
SpMin3_Bh.i.numeric12 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
MATS6snumeric17 unique values
0 missing
SpMin3_Bh.m.numeric16 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
MATS6vnumeric17 unique values
0 missing
SaaNnumeric17 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
MATS7enumeric16 unique values
0 missing
MATS8enumeric15 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
MATS7inumeric17 unique values
0 missing
BIC2numeric16 unique values
0 missing
Eig04_EA.ed.numeric15 unique values
0 missing
MATS7pnumeric15 unique values
0 missing
CIC2numeric16 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
MATS7snumeric17 unique values
0 missing
MATS7mnumeric17 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
MATS8inumeric16 unique values
0 missing
SaaCHnumeric17 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
MATS8mnumeric17 unique values
0 missing
SIC2numeric16 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
MATS8pnumeric17 unique values
0 missing
VARnumeric13 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
MATS8snumeric17 unique values
0 missing
MATS4vnumeric16 unique values
0 missing
Eig05_EAnumeric15 unique values
0 missing
MATS8vnumeric17 unique values
0 missing
BIC0numeric16 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
MAXDNnumeric17 unique values
0 missing
SIC0numeric16 unique values
0 missing
Eig05_EA.ed.numeric15 unique values
0 missing
MAXDPnumeric17 unique values
0 missing
X4vnumeric17 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
MCDnumeric13 unique values
0 missing
GATS5pnumeric17 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
MDDDnumeric15 unique values
0 missing
P_VSA_MR_1numeric12 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
Menumeric15 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
Minumeric13 unique values
0 missing
AECCnumeric14 unique values
0 missing
Eig06_AEA.ri.numeric15 unique values
0 missing
MLOGPnumeric15 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig06_EAnumeric15 unique values
0 missing
MLOGP2numeric15 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
Mpnumeric15 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
MPC01numeric12 unique values
0 missing
AMWnumeric17 unique values
0 missing
Eig06_EA.ri.numeric14 unique values
0 missing
MPC02numeric13 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
MPC03numeric12 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
MPC04numeric15 unique values
0 missing
ATS1inumeric17 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
MPC05numeric13 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
MPC06numeric14 unique values
0 missing
ATS1pnumeric17 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
MPC07numeric15 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
MPC08numeric15 unique values
0 missing
ATS1vnumeric17 unique values
0 missing
Eig07_EA.ed.numeric15 unique values
0 missing
MPC09numeric15 unique values
0 missing
ATS2enumeric16 unique values
0 missing
Eig07_EA.ri.numeric14 unique values
0 missing
MPC10numeric15 unique values
0 missing
ATS2inumeric17 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
MSDnumeric15 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig08_AEA.dm.numeric15 unique values
0 missing
Mvnumeric16 unique values
0 missing
ATS2pnumeric16 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
MWnumeric17 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
MWC02numeric13 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
MWC03numeric15 unique values
0 missing
ATS3inumeric17 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
MWC04numeric14 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
MWC05numeric15 unique values
0 missing
ATS3snumeric17 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
MWC06numeric15 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
Eig09_AEA.dm.numeric16 unique values
0 missing
MWC07numeric15 unique values
0 missing
ATS4enumeric17 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
MWC08numeric15 unique values
0 missing
ATS4inumeric17 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
MWC09numeric15 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
MWC10numeric15 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
N.numeric10 unique values
0 missing
ATS4snumeric16 unique values
0 missing
Eig09_EA.ed.numeric15 unique values
0 missing
N.069numeric2 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
N.070numeric2 unique values
0 missing
ATS5enumeric17 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
N.073numeric2 unique values
0 missing
ATS5inumeric16 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
Eig10_AEA.ri.numeric11 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS5snumeric17 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATS6enumeric17 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
nABnumeric2 unique values
0 missing
ATS6inumeric17 unique values
0 missing
Eig10_EA.ri.numeric11 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eig11_AEA.dm.numeric11 unique values
0 missing
nArORnumeric3 unique values
0 missing
ATS6snumeric17 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
nATnumeric10 unique values
0 missing
ATS7enumeric17 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
nBMnumeric3 unique values
0 missing
ATS7inumeric17 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
nBOnumeric12 unique values
0 missing
ATS7pnumeric16 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
nBTnumeric10 unique values
0 missing
ATS7snumeric17 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
nCnumeric6 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
nCarnumeric3 unique values
0 missing
ATS8enumeric16 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
nCb.numeric4 unique values
0 missing
ATS8inumeric17 unique values
0 missing
Eig12_AEA.ri.numeric8 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
Eig12_EAnumeric10 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig12_EA.ri.numeric7 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC1inumeric17 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
nCsp2numeric3 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
nCsp3numeric3 unique values
0 missing
ATSC1pnumeric17 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
nDBnumeric2 unique values
0 missing
ATSC1snumeric17 unique values
0 missing
Eig13_AEA.ri.numeric14 unique values
0 missing
NddssSnumeric2 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
NdOnumeric2 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig13_EA.bo.numeric9 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC2inumeric17 unique values
0 missing
Eig13_EA.ed.numeric11 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
Eig13_EA.ri.numeric14 unique values
0 missing
nFnumeric4 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
nHnumeric8 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
nHAccnumeric5 unique values
0 missing
ATSC3enumeric17 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC3inumeric17 unique values
0 missing
Eig14_EAnumeric9 unique values
0 missing
nHetnumeric5 unique values
0 missing
ATSC3mnumeric17 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
nNnumeric2 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
NNRSnumeric3 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
Eig15_AEA.bo.numeric13 unique values
0 missing
nOnumeric4 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
Eig15_AEA.dm.numeric16 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
nPyridazinesnumeric2 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
nR06numeric2 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
nR10numeric2 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
NRSnumeric2 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
nSnumeric2 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
NsCH3numeric3 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
NsClnumeric3 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
NsFnumeric4 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
nSKnumeric11 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
NsNH2numeric2 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
Eta_beta_Anumeric15 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
NssCH2numeric2 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
NssOnumeric3 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
Eta_betaSnumeric12 unique values
0 missing
NssssCnumeric2 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
nXnumeric4 unique values
0 missing
ATSC7inumeric16 unique values
0 missing
Eta_C_Anumeric17 unique values
0 missing
O.numeric6 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
O.058numeric2 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
Eta_epsi_Anumeric17 unique values
0 missing
O.060numeric3 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
ON0numeric12 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
ON0Vnumeric15 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
Eta_FLnumeric17 unique values
0 missing
ON1numeric15 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
ON1Vnumeric16 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
Eta_Lnumeric17 unique values
0 missing
PCDnumeric14 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
PDInumeric14 unique values
0 missing
BACnumeric10 unique values
0 missing
Eta_sh_pnumeric15 unique values
0 missing
PHInumeric17 unique values
0 missing
BBInumeric13 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
piIDnumeric14 unique values
0 missing
BIC3numeric15 unique values
0 missing
Eta_sh_ynumeric16 unique values
0 missing
piPC01numeric12 unique values
0 missing
BIC4numeric12 unique values
0 missing
F.083numeric2 unique values
0 missing
piPC02numeric14 unique values
0 missing
BIC5numeric12 unique values
0 missing
F.084numeric3 unique values
0 missing
piPC03numeric14 unique values
0 missing
BIDnumeric12 unique values
0 missing
GATS1enumeric17 unique values
0 missing
piPC04numeric15 unique values
0 missing
BLInumeric15 unique values
0 missing
GATS1inumeric16 unique values
0 missing
piPC05numeric15 unique values
0 missing
BLTA96numeric15 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
piPC06numeric15 unique values
0 missing
BLTD48numeric15 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
piPC07numeric15 unique values
0 missing
BLTF96numeric15 unique values
0 missing
GATS1snumeric16 unique values
0 missing
piPC08numeric15 unique values
0 missing
C.numeric10 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
piPC09numeric15 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS2enumeric17 unique values
0 missing
piPC10numeric15 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS2inumeric17 unique values
0 missing
PJI2numeric3 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS2mnumeric17 unique values
0 missing
Polnumeric11 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS2pnumeric16 unique values
0 missing
Psi_e_0numeric17 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS2snumeric17 unique values
0 missing
Psi_e_1numeric17 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS2vnumeric17 unique values
0 missing
Psi_e_Anumeric17 unique values
0 missing
C.027numeric3 unique values
0 missing
GATS3enumeric17 unique values
0 missing
Psi_i_0numeric17 unique values
0 missing
C.028numeric4 unique values
0 missing
GATS3inumeric17 unique values
0 missing
Psi_i_1numeric17 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS3mnumeric17 unique values
0 missing
Psi_i_Anumeric17 unique values
0 missing
C.030numeric2 unique values
0 missing
GATS3pnumeric17 unique values
0 missing
Psi_i_snumeric16 unique values
0 missing
C.032numeric2 unique values
0 missing
GATS3snumeric16 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS3vnumeric17 unique values
0 missing
P_VSA_e_1numeric7 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS4enumeric17 unique values
0 missing
P_VSA_e_2numeric17 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS4inumeric17 unique values
0 missing
P_VSA_e_3numeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
P_VSA_e_4numeric3 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS4pnumeric17 unique values
0 missing
P_VSA_e_5numeric4 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS4snumeric17 unique values
0 missing
P_VSA_e_6numeric4 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
GATS5enumeric15 unique values
0 missing
P_VSA_i_1numeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS5inumeric17 unique values
0 missing
P_VSA_i_2numeric17 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS5mnumeric17 unique values
0 missing
P_VSA_i_3numeric13 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS5snumeric17 unique values
0 missing
P_VSA_i_4numeric5 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS6enumeric17 unique values
0 missing
P_VSA_LogP_1numeric5 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS6inumeric16 unique values
0 missing
P_VSA_LogP_2numeric2 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS6mnumeric17 unique values
0 missing
P_VSA_LogP_4numeric4 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS6pnumeric16 unique values
0 missing
P_VSA_LogP_5numeric16 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS6snumeric16 unique values
0 missing
P_VSA_LogP_6numeric4 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
GATS6vnumeric16 unique values
0 missing
P_VSA_LogP_7numeric9 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS7enumeric17 unique values
0 missing
P_VSA_LogP_8numeric4 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS7inumeric17 unique values
0 missing
P_VSA_m_1numeric7 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS7mnumeric17 unique values
0 missing
P_VSA_m_2numeric17 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
GATS7pnumeric16 unique values
0 missing
P_VSA_m_3numeric8 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS7snumeric17 unique values
0 missing
P_VSA_m_4numeric4 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS8enumeric17 unique values
0 missing
P_VSA_MR_2numeric6 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS8inumeric16 unique values
0 missing
P_VSA_MR_5numeric9 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS8mnumeric17 unique values
0 missing
P_VSA_MR_6numeric14 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
GATS8pnumeric16 unique values
0 missing
P_VSA_MR_7numeric4 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS8snumeric17 unique values
0 missing
P_VSA_p_1numeric14 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS8vnumeric17 unique values
0 missing
P_VSA_p_2numeric4 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GGI1numeric10 unique values
0 missing
P_VSA_p_3numeric17 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GGI10numeric15 unique values
0 missing
P_VSA_s_1numeric2 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
GGI3numeric15 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GGI4numeric15 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GGI5numeric15 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GGI6numeric15 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GGI7numeric15 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI8numeric15 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GGI9numeric15 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GMTInumeric15 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
GMTIVnumeric16 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GNarnumeric14 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
H.numeric16 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
H.046numeric2 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
H.047numeric7 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
H.049numeric3 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.050numeric2 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
H.051numeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
HDcpxnumeric14 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
HNarnumeric14 unique values
0 missing
CENTnumeric15 unique values
0 missing
HVcpxnumeric15 unique values
0 missing
Chi0_AEA.bo.numeric15 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi0_AEA.dm.numeric15 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_AEA.ed.numeric15 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_AEA.ri.numeric15 unique values
0 missing
IACnumeric16 unique values
0 missing
Chi0_EAnumeric15 unique values
0 missing
IC0numeric16 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
IC1numeric16 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
IC2numeric15 unique values
0 missing
Chi0_EA.ed.numeric15 unique values
0 missing
IC3numeric16 unique values
0 missing
Chi0_EA.ri.numeric17 unique values
0 missing
IC4numeric13 unique values
0 missing
Chi1_AEA.bo.numeric15 unique values
0 missing
IC5numeric13 unique values
0 missing
Chi1_AEA.dm.numeric15 unique values
0 missing
ICRnumeric14 unique values
0 missing
Chi1_AEA.ed.numeric15 unique values
0 missing
IDDEnumeric14 unique values
0 missing
Chi1_AEA.ri.numeric15 unique values
0 missing
IDDMnumeric15 unique values
0 missing
Chi1_EAnumeric15 unique values
0 missing
IDEnumeric15 unique values
0 missing
Chi1_EA.bo.numeric15 unique values
0 missing
IDETnumeric15 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
IDMnumeric15 unique values
0 missing
Chi1_EA.ed.numeric15 unique values
0 missing
IDMTnumeric15 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CIC3numeric16 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC4numeric13 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
CIC5numeric13 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIDnumeric15 unique values
0 missing
ISIZnumeric10 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IVDEnumeric14 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDMnumeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI1numeric15 unique values
0 missing
CSInumeric15 unique values
0 missing
JGI10numeric7 unique values
0 missing
DBInumeric10 unique values
0 missing
JGI2numeric13 unique values
0 missing
D.Dtr05numeric15 unique values
0 missing
JGI3numeric11 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
JGI4numeric13 unique values
0 missing
D.Dtr09numeric15 unique values
0 missing
JGI5numeric11 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
JGI6numeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
718
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
717
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
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
42.24
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.88
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
0.37
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.06
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
37.09
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
0.11
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.27
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.28
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.86
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
33076.65
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
0.43
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.63
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.12
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.12
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
0.6
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
13617.4
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.4
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.94
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
0.59
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
1.19
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
100.29
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.19
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.77
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3669
0 runs - estimation_procedure: 50 times Clustering
Define a new task