Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342

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: CHEMBL342 (TID: 17142), and it has 20 rows and 773 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.

775 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal20 unique values
0 missing
Chi1_EA.bo.numeric14 unique values
0 missing
IVDMnumeric12 unique values
0 missing
SM02_AEA.ri.numeric14 unique values
0 missing
D.Dtr05numeric14 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
JGI1numeric11 unique values
0 missing
SM02_EAnumeric9 unique values
0 missing
P_VSA_MR_5numeric14 unique values
0 missing
Chi1_EA.ed.numeric14 unique values
0 missing
JGI10numeric6 unique values
0 missing
SM02_EA.bo.numeric12 unique values
0 missing
ARRnumeric10 unique values
0 missing
Chi1_EA.ri.numeric20 unique values
0 missing
JGI2numeric10 unique values
0 missing
SM02_EA.dm.numeric5 unique values
0 missing
C.024numeric5 unique values
0 missing
CIC0numeric16 unique values
0 missing
JGI3numeric9 unique values
0 missing
SM02_EA.ed.numeric13 unique values
0 missing
Eig04_EA.bo.numeric11 unique values
0 missing
CIC1numeric16 unique values
0 missing
JGI4numeric11 unique values
0 missing
SM02_EA.ri.numeric17 unique values
0 missing
Eig05_AEA.ed.numeric9 unique values
0 missing
CIC2numeric17 unique values
0 missing
JGI5numeric10 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
CIC3numeric14 unique values
0 missing
JGI6numeric7 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
CIC4numeric11 unique values
0 missing
JGI7numeric7 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
CIC5numeric11 unique values
0 missing
JGI8numeric8 unique values
0 missing
Eig05_EA.ri.numeric19 unique values
0 missing
CIDnumeric12 unique values
0 missing
JGI9numeric7 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
Cl.089numeric2 unique values
0 missing
JGTnumeric12 unique values
0 missing
Eta_Fnumeric20 unique values
0 missing
CMC.50numeric2 unique values
0 missing
LLS_01numeric4 unique values
0 missing
Eta_F_Anumeric18 unique values
0 missing
CMC.80numeric2 unique values
0 missing
LOCnumeric10 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
CSInumeric14 unique values
0 missing
LPRSnumeric14 unique values
0 missing
GATS2pnumeric17 unique values
0 missing
DBInumeric8 unique values
0 missing
MATS1enumeric16 unique values
0 missing
H.047numeric6 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
MATS1inumeric17 unique values
0 missing
MATS2pnumeric16 unique values
0 missing
DECCnumeric14 unique values
0 missing
MATS1mnumeric14 unique values
0 missing
MATS4enumeric20 unique values
0 missing
DELSnumeric20 unique values
0 missing
MATS1pnumeric15 unique values
0 missing
MATS4inumeric20 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS1snumeric20 unique values
0 missing
MATS4pnumeric19 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS1vnumeric8 unique values
0 missing
MPC05numeric11 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS2enumeric18 unique values
0 missing
nABnumeric4 unique values
0 missing
DLS_04numeric2 unique values
0 missing
MATS2mnumeric19 unique values
0 missing
nArOHnumeric2 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS2snumeric19 unique values
0 missing
nBnznumeric2 unique values
0 missing
DLS_consnumeric3 unique values
0 missing
MATS2vnumeric15 unique values
0 missing
nCarnumeric5 unique values
0 missing
Dznumeric16 unique values
0 missing
MATS3enumeric19 unique values
0 missing
nCb.numeric4 unique values
0 missing
ECCnumeric13 unique values
0 missing
MATS3inumeric18 unique values
0 missing
nCbHnumeric4 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
MATS3mnumeric20 unique values
0 missing
nCsp2numeric5 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
MATS3pnumeric18 unique values
0 missing
nR06numeric2 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
MATS3snumeric20 unique values
0 missing
O.057numeric2 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
MATS3vnumeric18 unique values
0 missing
piPC05numeric14 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
MATS4mnumeric20 unique values
0 missing
P_VSA_MR_6numeric10 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
MATS4vnumeric20 unique values
0 missing
P_VSA_s_4numeric9 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS5enumeric19 unique values
0 missing
P_VSA_s_5numeric4 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
MATS5inumeric20 unique values
0 missing
PW5numeric6 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
MATS5mnumeric20 unique values
0 missing
Rperimnumeric3 unique values
0 missing
Eig02_AEA.bo.numeric5 unique values
0 missing
MATS5pnumeric18 unique values
0 missing
SM13_AEA.bo.numeric12 unique values
0 missing
Eig02_AEA.dm.numeric13 unique values
0 missing
MATS5snumeric20 unique values
0 missing
SM14_AEA.dm.numeric12 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
MATS5vnumeric20 unique values
0 missing
SM14_AEA.ri.numeric11 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
MATS6enumeric19 unique values
0 missing
SpMin2_Bh.e.numeric13 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
MATS6inumeric20 unique values
0 missing
TRSnumeric3 unique values
0 missing
Eig02_EA.bo.numeric6 unique values
0 missing
MATS6mnumeric20 unique values
0 missing
X5numeric14 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS6pnumeric17 unique values
0 missing
SpMax3_Bh.p.numeric19 unique values
0 missing
Eig02_EA.ed.numeric9 unique values
0 missing
MATS6snumeric19 unique values
0 missing
SpMin1_Bh.i.numeric8 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
MATS6vnumeric19 unique values
0 missing
SpMax1_Bh.p.numeric10 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
MATS7enumeric18 unique values
0 missing
SpMax1_Bh.v.numeric12 unique values
0 missing
Eig03_AEA.dm.numeric12 unique values
0 missing
MATS7inumeric20 unique values
0 missing
GATS3pnumeric20 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
MATS7mnumeric20 unique values
0 missing
piPC06numeric12 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
MATS7pnumeric19 unique values
0 missing
MATS2inumeric19 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
MATS7snumeric19 unique values
0 missing
MATS4snumeric18 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
MATS7vnumeric18 unique values
0 missing
SM06_EA.bo.numeric14 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS8enumeric19 unique values
0 missing
SM07_EA.bo.numeric10 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
MATS8inumeric20 unique values
0 missing
SM08_EA.bo.numeric12 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
MATS8mnumeric20 unique values
0 missing
SM10_EA.bo.numeric11 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
MATS8pnumeric19 unique values
0 missing
ATSC8pnumeric20 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
MATS8snumeric18 unique values
0 missing
D.Dtr06numeric14 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
MATS8vnumeric19 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
MAXDNnumeric19 unique values
0 missing
SpMaxA_AEA.dm.numeric14 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
MAXDPnumeric19 unique values
0 missing
SpMaxA_EAnumeric12 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MCDnumeric9 unique values
0 missing
SpMin2_Bh.i.numeric13 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
MDDDnumeric14 unique values
0 missing
SpMin2_Bh.p.numeric13 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
Menumeric15 unique values
0 missing
SpMin2_Bh.v.numeric13 unique values
0 missing
Eig05_AEA.bo.numeric14 unique values
0 missing
Minumeric9 unique values
0 missing
SpMin3_Bh.e.numeric19 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
MLOGPnumeric17 unique values
0 missing
SpMin3_Bh.i.numeric17 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
MLOGP2numeric17 unique values
0 missing
SpMin3_Bh.m.numeric19 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
Mpnumeric16 unique values
0 missing
SpMin3_Bh.p.numeric17 unique values
0 missing
Eig06_AEA.dm.numeric15 unique values
0 missing
MPC01numeric8 unique values
0 missing
SpMin3_Bh.v.numeric20 unique values
0 missing
Eig06_AEA.ed.numeric13 unique values
0 missing
MPC02numeric9 unique values
0 missing
SpMin4_Bh.m.numeric19 unique values
0 missing
Eig06_AEA.ri.numeric18 unique values
0 missing
MPC03numeric11 unique values
0 missing
X5solnumeric14 unique values
0 missing
Eig06_EAnumeric14 unique values
0 missing
MPC04numeric10 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig06_EA.bo.numeric14 unique values
0 missing
MPC06numeric9 unique values
0 missing
AECCnumeric13 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
MPC07numeric7 unique values
0 missing
ALOGPnumeric20 unique values
0 missing
Eig06_EA.ri.numeric20 unique values
0 missing
MPC08numeric8 unique values
0 missing
ALOGP2numeric20 unique values
0 missing
Eig07_AEA.bo.numeric7 unique values
0 missing
MPC09numeric10 unique values
0 missing
AMRnumeric20 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
MPC10numeric11 unique values
0 missing
AMWnumeric17 unique values
0 missing
Eig07_AEA.ed.numeric10 unique values
0 missing
MSDnumeric13 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
Mvnumeric17 unique values
0 missing
ATS1inumeric19 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
MWnumeric17 unique values
0 missing
ATS1mnumeric19 unique values
0 missing
Eig07_EA.bo.numeric7 unique values
0 missing
MWC01numeric8 unique values
0 missing
ATS1pnumeric19 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
MWC02numeric11 unique values
0 missing
ATS1snumeric19 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
MWC03numeric13 unique values
0 missing
ATS1vnumeric19 unique values
0 missing
Eig08_AEA.bo.numeric8 unique values
0 missing
MWC04numeric13 unique values
0 missing
ATS2enumeric19 unique values
0 missing
Eig08_AEA.dm.numeric7 unique values
0 missing
MWC05numeric13 unique values
0 missing
ATS2inumeric17 unique values
0 missing
Eig08_AEA.ed.numeric11 unique values
0 missing
MWC06numeric14 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
Eig08_AEA.ri.numeric7 unique values
0 missing
MWC07numeric13 unique values
0 missing
ATS2pnumeric19 unique values
0 missing
Eig08_EAnumeric6 unique values
0 missing
MWC08numeric14 unique values
0 missing
ATS2snumeric20 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
MWC09numeric14 unique values
0 missing
ATS2vnumeric18 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
MWC10numeric14 unique values
0 missing
ATS3enumeric20 unique values
0 missing
Eig08_EA.ri.numeric7 unique values
0 missing
N.numeric13 unique values
0 missing
ATS3inumeric19 unique values
0 missing
Eig09_AEA.bo.numeric8 unique values
0 missing
N.072numeric2 unique values
0 missing
ATS3mnumeric19 unique values
0 missing
Eig09_AEA.dm.numeric8 unique values
0 missing
N.073numeric2 unique values
0 missing
ATS3pnumeric20 unique values
0 missing
Eig09_AEA.ed.numeric9 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS3snumeric20 unique values
0 missing
Eig09_AEA.ri.numeric8 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATS3vnumeric20 unique values
0 missing
Eig09_EAnumeric5 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
ATS4enumeric18 unique values
0 missing
Eig09_EA.bo.numeric7 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS4inumeric20 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATS4mnumeric19 unique values
0 missing
Eig09_EA.ri.numeric8 unique values
0 missing
NaasCnumeric3 unique values
0 missing
ATS4pnumeric20 unique values
0 missing
Eig10_AEA.bo.numeric5 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATS4snumeric20 unique values
0 missing
Eig10_AEA.dm.numeric9 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATS4vnumeric20 unique values
0 missing
Eig10_AEA.ed.numeric5 unique values
0 missing
nArXnumeric2 unique values
0 missing
ATS5enumeric19 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
nATnumeric10 unique values
0 missing
ATS5inumeric19 unique values
0 missing
Eig10_EAnumeric4 unique values
0 missing
nBMnumeric3 unique values
0 missing
ATS5mnumeric19 unique values
0 missing
Eig10_EA.bo.numeric6 unique values
0 missing
nBOnumeric8 unique values
0 missing
ATS5pnumeric20 unique values
0 missing
Eig10_EA.ed.numeric4 unique values
0 missing
nBTnumeric9 unique values
0 missing
ATS5snumeric20 unique values
0 missing
Eig10_EA.ri.numeric7 unique values
0 missing
nCnumeric6 unique values
0 missing
ATS5vnumeric19 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATS6enumeric20 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
nCIRnumeric2 unique values
0 missing
ATS6inumeric20 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATS6mnumeric20 unique values
0 missing
Eig11_AEA.ri.numeric18 unique values
0 missing
nCONNnumeric2 unique values
0 missing
ATS6pnumeric20 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATS6snumeric20 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
nCsnumeric4 unique values
0 missing
ATS6vnumeric19 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
nCspnumeric2 unique values
0 missing
ATS7enumeric20 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
nCsp3numeric6 unique values
0 missing
ATS7inumeric20 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
nDBnumeric2 unique values
0 missing
ATS7mnumeric19 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
NdOnumeric2 unique values
0 missing
ATS7pnumeric20 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
NdssCnumeric2 unique values
0 missing
ATS7snumeric20 unique values
0 missing
Eig12_AEA.ri.numeric19 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATS7vnumeric20 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATS8enumeric19 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
nFnumeric2 unique values
0 missing
ATS8inumeric20 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
nHnumeric9 unique values
0 missing
ATS8mnumeric19 unique values
0 missing
Eig12_EA.ri.numeric17 unique values
0 missing
nHAccnumeric5 unique values
0 missing
ATS8pnumeric20 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATS8snumeric20 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
nHetnumeric4 unique values
0 missing
ATS8vnumeric19 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
nHMnumeric2 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eig13_AEA.ri.numeric20 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
nNnumeric3 unique values
0 missing
ATSC1mnumeric19 unique values
0 missing
Eig13_EA.bo.numeric14 unique values
0 missing
nN.CO.2numeric2 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
NNRSnumeric2 unique values
0 missing
ATSC1snumeric20 unique values
0 missing
Eig13_EA.ri.numeric20 unique values
0 missing
nOnumeric3 unique values
0 missing
ATSC1vnumeric19 unique values
0 missing
Eig14_AEA.bo.numeric8 unique values
0 missing
nOHtnumeric2 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig14_AEA.dm.numeric15 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
ATSC2inumeric18 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
nPyrrolesnumeric2 unique values
0 missing
ATSC2mnumeric19 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
nR05numeric2 unique values
0 missing
ATSC2pnumeric19 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
nR09numeric2 unique values
0 missing
ATSC2snumeric20 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
nR.C.numeric2 unique values
0 missing
ATSC2vnumeric19 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
nROHnumeric2 unique values
0 missing
ATSC3enumeric20 unique values
0 missing
Eig14_EA.ri.numeric17 unique values
0 missing
NsCH3numeric2 unique values
0 missing
ATSC3inumeric20 unique values
0 missing
Eig15_AEA.bo.numeric13 unique values
0 missing
NsClnumeric2 unique values
0 missing
ATSC3mnumeric20 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
NsFnumeric2 unique values
0 missing
ATSC3pnumeric20 unique values
0 missing
Eig15_AEA.ed.numeric10 unique values
0 missing
nSKnumeric8 unique values
0 missing
ATSC3snumeric20 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
NsOHnumeric2 unique values
0 missing
ATSC3vnumeric20 unique values
0 missing
Eig15_EAnumeric8 unique values
0 missing
NssCH2numeric6 unique values
0 missing
ATSC4enumeric18 unique values
0 missing
Eig15_EA.bo.numeric8 unique values
0 missing
NssNHnumeric2 unique values
0 missing
ATSC4inumeric20 unique values
0 missing
Eig15_EA.ed.numeric9 unique values
0 missing
NssOnumeric2 unique values
0 missing
ATSC4mnumeric20 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
ATSC4pnumeric20 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
NsssNnumeric2 unique values
0 missing
ATSC4snumeric20 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
NssssCnumeric2 unique values
0 missing
ATSC4vnumeric20 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
nTBnumeric2 unique values
0 missing
ATSC5enumeric20 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
NtsCnumeric2 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eta_beta_Anumeric13 unique values
0 missing
nXnumeric2 unique values
0 missing
ATSC5mnumeric20 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
O.numeric9 unique values
0 missing
ATSC5pnumeric20 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
O.056numeric2 unique values
0 missing
ATSC5snumeric20 unique values
0 missing
Eta_betaS_Anumeric15 unique values
0 missing
O.058numeric2 unique values
0 missing
ATSC5vnumeric20 unique values
0 missing
Eta_Cnumeric20 unique values
0 missing
O.060numeric2 unique values
0 missing
ATSC6enumeric20 unique values
0 missing
Eta_C_Anumeric20 unique values
0 missing
ON0numeric12 unique values
0 missing
ATSC6inumeric18 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
ON0Vnumeric15 unique values
0 missing
ATSC6mnumeric20 unique values
0 missing
Eta_epsi_Anumeric17 unique values
0 missing
ON1numeric13 unique values
0 missing
ATSC6pnumeric20 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
ON1Vnumeric17 unique values
0 missing
ATSC6snumeric20 unique values
0 missing
Eta_Lnumeric20 unique values
0 missing
PCDnumeric13 unique values
0 missing
ATSC6vnumeric20 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
PCRnumeric12 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
Eta_sh_pnumeric12 unique values
0 missing
PDInumeric15 unique values
0 missing
ATSC7inumeric20 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
PHInumeric17 unique values
0 missing
ATSC7mnumeric20 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
piIDnumeric13 unique values
0 missing
ATSC7pnumeric19 unique values
0 missing
F.084numeric2 unique values
0 missing
piPC01numeric9 unique values
0 missing
ATSC7snumeric20 unique values
0 missing
GATS1enumeric19 unique values
0 missing
piPC02numeric12 unique values
0 missing
ATSC7vnumeric20 unique values
0 missing
GATS1inumeric19 unique values
0 missing
piPC03numeric14 unique values
0 missing
ATSC8enumeric18 unique values
0 missing
GATS1mnumeric19 unique values
0 missing
piPC04numeric14 unique values
0 missing
ATSC8inumeric19 unique values
0 missing
GATS1pnumeric19 unique values
0 missing
piPC07numeric13 unique values
0 missing
ATSC8mnumeric20 unique values
0 missing
GATS1snumeric19 unique values
0 missing
piPC08numeric13 unique values
0 missing
ATSC8snumeric20 unique values
0 missing
GATS1vnumeric18 unique values
0 missing
piPC09numeric13 unique values
0 missing
ATSC8vnumeric20 unique values
0 missing
GATS2enumeric15 unique values
0 missing
piPC10numeric14 unique values
0 missing
BACnumeric3 unique values
0 missing
GATS2inumeric18 unique values
0 missing
PJI2numeric3 unique values
0 missing
BBInumeric9 unique values
0 missing
GATS2mnumeric17 unique values
0 missing
Polnumeric11 unique values
0 missing
BIC0numeric14 unique values
0 missing
GATS2snumeric18 unique values
0 missing
Psi_e_0numeric19 unique values
0 missing
BIC1numeric17 unique values
0 missing
GATS2vnumeric19 unique values
0 missing
Psi_e_1numeric20 unique values
0 missing
BIC2numeric17 unique values
0 missing
GATS3enumeric20 unique values
0 missing
Psi_e_Anumeric17 unique values
0 missing
BIC3numeric13 unique values
0 missing
GATS3inumeric18 unique values
0 missing
Psi_i_0numeric17 unique values
0 missing
BIC4numeric12 unique values
0 missing
GATS3mnumeric20 unique values
0 missing
Psi_i_1numeric20 unique values
0 missing
BIC5numeric12 unique values
0 missing
GATS3snumeric20 unique values
0 missing
Psi_i_Anumeric17 unique values
0 missing
BIDnumeric10 unique values
0 missing
GATS3vnumeric20 unique values
0 missing
Psi_i_snumeric17 unique values
0 missing
BLInumeric16 unique values
0 missing
GATS4enumeric20 unique values
0 missing
Psi_i_tnumeric3 unique values
0 missing
BLTA96numeric17 unique values
0 missing
GATS4inumeric20 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
BLTD48numeric17 unique values
0 missing
GATS4mnumeric20 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
BLTF96numeric17 unique values
0 missing
GATS4pnumeric19 unique values
0 missing
P_VSA_e_1numeric10 unique values
0 missing
C.numeric13 unique values
0 missing
GATS4snumeric19 unique values
0 missing
P_VSA_e_2numeric17 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS4vnumeric18 unique values
0 missing
P_VSA_e_3numeric6 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS5enumeric20 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS5inumeric18 unique values
0 missing
P_VSA_e_5numeric4 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS5mnumeric19 unique values
0 missing
P_VSA_e_6numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS5pnumeric18 unique values
0 missing
P_VSA_i_2numeric17 unique values
0 missing
C.022numeric2 unique values
0 missing
GATS5snumeric20 unique values
0 missing
P_VSA_i_3numeric16 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS5vnumeric20 unique values
0 missing
P_VSA_i_4numeric8 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS6enumeric20 unique values
0 missing
P_VSA_LogP_1numeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS6inumeric20 unique values
0 missing
P_VSA_LogP_2numeric9 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS6mnumeric19 unique values
0 missing
P_VSA_LogP_3numeric7 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS6pnumeric20 unique values
0 missing
P_VSA_LogP_4numeric6 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS6snumeric20 unique values
0 missing
P_VSA_LogP_5numeric10 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS6vnumeric20 unique values
0 missing
P_VSA_LogP_6numeric7 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS7enumeric20 unique values
0 missing
P_VSA_LogP_7numeric11 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS7inumeric20 unique values
0 missing
P_VSA_LogP_8numeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS7mnumeric19 unique values
0 missing
P_VSA_m_1numeric10 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS7pnumeric20 unique values
0 missing
P_VSA_m_2numeric17 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
GATS7snumeric20 unique values
0 missing
P_VSA_m_3numeric6 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS7vnumeric18 unique values
0 missing
P_VSA_m_4numeric2 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
GATS8enumeric19 unique values
0 missing
P_VSA_MR_1numeric10 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS8inumeric19 unique values
0 missing
P_VSA_MR_2numeric8 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS8mnumeric20 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GATS8pnumeric20 unique values
0 missing
P_VSA_MR_7numeric6 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS8snumeric20 unique values
0 missing
P_VSA_p_1numeric11 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS8vnumeric20 unique values
0 missing
P_VSA_p_2numeric7 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GGI1numeric5 unique values
0 missing
P_VSA_p_3numeric17 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GGI10numeric11 unique values
0 missing
P_VSA_s_2numeric10 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
GGI2numeric6 unique values
0 missing
P_VSA_s_3numeric15 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GGI3numeric7 unique values
0 missing
P_VSA_s_6numeric9 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GGI4numeric12 unique values
0 missing
P_VSA_v_1numeric10 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GGI5numeric10 unique values
0 missing
P_VSA_v_2numeric9 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GGI6numeric10 unique values
0 missing
P_VSA_v_3numeric17 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
GGI7numeric13 unique values
0 missing
PW2numeric12 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GGI8numeric13 unique values
0 missing
PW3numeric12 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GGI9numeric13 unique values
0 missing
PW4numeric11 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GMTInumeric14 unique values
0 missing
Qindexnumeric5 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GMTIVnumeric19 unique values
0 missing
Ramnumeric5 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GNarnumeric12 unique values
0 missing
RBFnumeric11 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
H.numeric13 unique values
0 missing
RBNnumeric5 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
H.046numeric5 unique values
0 missing
Rbridnumeric2 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
H.048numeric3 unique values
0 missing
RCInumeric2 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
H.049numeric2 unique values
0 missing
RDCHInumeric14 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
H.050numeric2 unique values
0 missing
RDSQnumeric14 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
H.052numeric4 unique values
0 missing
RFDnumeric2 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
H.053numeric3 unique values
0 missing
S0Knumeric9 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
S1Knumeric17 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
HNarnumeric10 unique values
0 missing
S2Knumeric17 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
HVcpxnumeric13 unique values
0 missing
S3Knumeric18 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Hynumeric15 unique values
0 missing
SaaaCnumeric5 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SAaccnumeric8 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SaaCHnumeric20 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
SaaNnumeric13 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
IACnumeric16 unique values
0 missing
SaaNHnumeric12 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
IC0numeric16 unique values
0 missing
SaasCnumeric20 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
IC1numeric17 unique values
0 missing
SaasNnumeric5 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
IC2numeric16 unique values
0 missing
SAdonnumeric5 unique values
0 missing
CENTnumeric14 unique values
0 missing
IC3numeric14 unique values
0 missing
SAtotnumeric19 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
IC4numeric12 unique values
0 missing
SCBOnumeric9 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
IC5numeric12 unique values
0 missing
SdOnumeric4 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
ICRnumeric12 unique values
0 missing
SdssCnumeric4 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
IDDEnumeric13 unique values
0 missing
Senumeric17 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
IDDMnumeric13 unique values
0 missing
Sinumeric17 unique values
0 missing
Chi0_EA.bo.numeric14 unique values
0 missing
IDEnumeric14 unique values
0 missing
SIC0numeric14 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
IDETnumeric14 unique values
0 missing
SIC1numeric17 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
IDMnumeric14 unique values
0 missing
SIC2numeric17 unique values
0 missing
Chi0_EA.ri.numeric20 unique values
0 missing
IDMTnumeric14 unique values
0 missing
SIC3numeric13 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SIC4numeric11 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SIC5numeric11 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
SM02_AEA.bo.numeric13 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
ISIZnumeric10 unique values
0 missing
SM02_AEA.dm.numeric6 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
IVDEnumeric12 unique values
0 missing
SM02_AEA.ed.numeric12 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
20
Number of instances (rows) of the dataset.
NumberOfFeatures
775
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
774
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
38.75
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.26
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
0.65
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.91
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
16.48
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
0.66
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.24
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.25
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
20
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.46
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
16669.15
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
0.63
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
5.25
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.47
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.
MaxSkewnessOfNumericAtts
4.47
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
1.12
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
4631.56
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.84
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.92
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
0.52
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
0.73
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
61.78
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.09
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.56
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.1
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-CHEMBL342
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL342
0 runs - estimation_procedure: 50 times Clustering
Define a new task