Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3686

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3686

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: CHEMBL3686 (TID: 11950), and it has 27 rows and 744 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.

746 features

pXC50 (target)numeric19 unique values
0 missing
molecule_id (row identifier)nominal27 unique values
0 missing
AECCnumeric20 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
SM10_EA.dm.numeric14 unique values
0 missing
ALOGPnumeric23 unique values
0 missing
Eig07_AEA.ri.numeric21 unique values
0 missing
SM12_EA.dm.numeric12 unique values
0 missing
ALOGP2numeric23 unique values
0 missing
Eig07_EAnumeric19 unique values
0 missing
SM14_EA.dm.numeric12 unique values
0 missing
AMRnumeric23 unique values
0 missing
Eig07_EA.bo.numeric20 unique values
0 missing
ATSC2enumeric21 unique values
0 missing
AMWnumeric20 unique values
0 missing
Eig07_EA.dm.numeric6 unique values
0 missing
C.040numeric5 unique values
0 missing
ARRnumeric15 unique values
0 missing
Eig07_EA.ed.numeric21 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
ATS1enumeric22 unique values
0 missing
Eig07_EA.ri.numeric22 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
ATS1inumeric22 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
Eig03_AEA.ri.numeric20 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
Eig08_AEA.ri.numeric19 unique values
0 missing
Eig03_EAnumeric19 unique values
0 missing
ATS1snumeric23 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
ATS2enumeric22 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
ATS2inumeric23 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
ATS2pnumeric23 unique values
0 missing
Eig08_EA.ri.numeric18 unique values
0 missing
GATS7enumeric21 unique values
0 missing
ATS2snumeric23 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
GATS7snumeric23 unique values
0 missing
ATS2vnumeric23 unique values
0 missing
Eig09_AEA.ri.numeric21 unique values
0 missing
GGI1numeric12 unique values
0 missing
ATS3enumeric23 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
MATS2enumeric21 unique values
0 missing
ATS3inumeric23 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
MATS7enumeric20 unique values
0 missing
ATS3pnumeric23 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
MATS7snumeric21 unique values
0 missing
ATS3snumeric23 unique values
0 missing
Eig09_EA.ri.numeric21 unique values
0 missing
MAXDNnumeric22 unique values
0 missing
ATS3vnumeric23 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
nCconjnumeric8 unique values
0 missing
ATS4enumeric23 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
nDBnumeric9 unique values
0 missing
ATS4inumeric23 unique values
0 missing
Eig10_AEA.ed.numeric20 unique values
0 missing
NdssCnumeric7 unique values
0 missing
ATS4mnumeric23 unique values
0 missing
Eig10_AEA.ri.numeric18 unique values
0 missing
nROHnumeric4 unique values
0 missing
ATS4pnumeric21 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
NssOnumeric8 unique values
0 missing
ATS4snumeric23 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
SM02_EA.dm.numeric15 unique values
0 missing
ATS4vnumeric23 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
SM04_EA.dm.numeric15 unique values
0 missing
ATS5enumeric23 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
SM06_EA.dm.numeric15 unique values
0 missing
ATS5inumeric23 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
SM08_EA.dm.numeric14 unique values
0 missing
ATS5mnumeric22 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
SM09_EA.ri.numeric22 unique values
0 missing
ATS5pnumeric23 unique values
0 missing
Eig11_AEA.ed.numeric20 unique values
0 missing
SM10_EA.ri.numeric22 unique values
0 missing
ATS5snumeric23 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
SM11_AEA.bo.numeric19 unique values
0 missing
ATS5vnumeric23 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
SM11_EA.ed.numeric21 unique values
0 missing
ATS6enumeric23 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
SM11_EA.ri.numeric22 unique values
0 missing
ATS6inumeric23 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
SM12_EA.ed.numeric21 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
SM12_EA.ri.numeric22 unique values
0 missing
ATS6pnumeric23 unique values
0 missing
Eig11_EA.ri.numeric19 unique values
0 missing
SM13_EA.ed.numeric21 unique values
0 missing
ATS6snumeric23 unique values
0 missing
Eig12_AEA.bo.numeric17 unique values
0 missing
SM13_EA.ri.numeric22 unique values
0 missing
ATS6vnumeric23 unique values
0 missing
Eig12_AEA.dm.numeric21 unique values
0 missing
SM14_AEA.ed.numeric21 unique values
0 missing
ATS7enumeric22 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
SM14_EA.ri.numeric22 unique values
0 missing
ATS7inumeric22 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
SM15_AEA.ed.numeric21 unique values
0 missing
ATS7mnumeric22 unique values
0 missing
Eig12_EAnumeric16 unique values
0 missing
SM15_EA.ri.numeric22 unique values
0 missing
ATS7pnumeric22 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
SpAD_EA.dm.numeric15 unique values
0 missing
ATS7snumeric23 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
SpDiam_EA.dm.numeric9 unique values
0 missing
ATS7vnumeric22 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
SpMax1_Bh.s.numeric9 unique values
0 missing
ATS8enumeric22 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
SpMax_EA.dm.numeric9 unique values
0 missing
ATS8inumeric22 unique values
0 missing
Eig13_AEA.dm.numeric21 unique values
0 missing
SsCH3numeric23 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
SssOnumeric15 unique values
0 missing
ATS8pnumeric22 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
Eig02_AEA.dm.numeric15 unique values
0 missing
ATS8snumeric23 unique values
0 missing
Eig13_EAnumeric17 unique values
0 missing
ATSC2snumeric23 unique values
0 missing
ATS8vnumeric22 unique values
0 missing
Eig13_EA.bo.numeric18 unique values
0 missing
C.039numeric3 unique values
0 missing
ATSC1enumeric20 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
Eta_betaS_Anumeric20 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
Eig13_EA.ed.numeric18 unique values
0 missing
GATS2inumeric23 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
GATS3inumeric22 unique values
0 missing
ATSC1snumeric23 unique values
0 missing
Eig14_AEA.dm.numeric20 unique values
0 missing
GATS3pnumeric21 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig14_AEA.ri.numeric15 unique values
0 missing
GATS4inumeric21 unique values
0 missing
ATSC2inumeric23 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
GATS4mnumeric22 unique values
0 missing
ATSC2mnumeric23 unique values
0 missing
Eig14_EA.bo.numeric17 unique values
0 missing
GATS4pnumeric23 unique values
0 missing
ATSC2pnumeric23 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
GATS4vnumeric23 unique values
0 missing
ATSC2vnumeric23 unique values
0 missing
Eig14_EA.ed.numeric18 unique values
0 missing
GATS6inumeric22 unique values
0 missing
ATSC3enumeric22 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
JGI1numeric17 unique values
0 missing
ATSC3inumeric23 unique values
0 missing
Eig15_AEA.bo.numeric16 unique values
0 missing
JGI2numeric19 unique values
0 missing
ATSC3mnumeric23 unique values
0 missing
Eig15_AEA.dm.numeric21 unique values
0 missing
JGI6numeric10 unique values
0 missing
ATSC3pnumeric23 unique values
0 missing
Eig15_AEA.ri.numeric17 unique values
0 missing
JGTnumeric21 unique values
0 missing
ATSC3snumeric23 unique values
0 missing
Eig15_EAnumeric17 unique values
0 missing
MATS2inumeric22 unique values
0 missing
ATSC3vnumeric23 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
MATS2mnumeric23 unique values
0 missing
ATSC4enumeric23 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
MATS2pnumeric23 unique values
0 missing
ATSC4inumeric23 unique values
0 missing
Eig15_EA.ed.numeric18 unique values
0 missing
MATS2vnumeric21 unique values
0 missing
ATSC4mnumeric23 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
MATS4enumeric23 unique values
0 missing
ATSC4pnumeric23 unique values
0 missing
Eta_alphanumeric19 unique values
0 missing
MATS4vnumeric23 unique values
0 missing
ATSC4snumeric23 unique values
0 missing
Eta_alpha_Anumeric15 unique values
0 missing
nArCOnumeric3 unique values
0 missing
ATSC4vnumeric23 unique values
0 missing
Eta_Bnumeric19 unique values
0 missing
PW2numeric20 unique values
0 missing
ATSC5enumeric22 unique values
0 missing
Eta_betanumeric22 unique values
0 missing
SpMAD_AEA.bo.numeric21 unique values
0 missing
ATSC5inumeric23 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
SpMAD_AEA.ri.numeric20 unique values
0 missing
ATSC5pnumeric23 unique values
0 missing
Eta_betaPnumeric16 unique values
0 missing
SpMAD_EAnumeric19 unique values
0 missing
ATSC5snumeric23 unique values
0 missing
Eta_betaP_Anumeric20 unique values
0 missing
SpMAD_EA.dm.numeric20 unique values
0 missing
ATSC5vnumeric23 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
SpMAD_EA.ed.numeric21 unique values
0 missing
ATSC6enumeric23 unique values
0 missing
Eta_Cnumeric22 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
ATSC6inumeric23 unique values
0 missing
Eta_epsinumeric20 unique values
0 missing
MATS4inumeric22 unique values
0 missing
ATSC6mnumeric23 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
MATS4pnumeric23 unique values
0 missing
ATSC6pnumeric23 unique values
0 missing
Eta_Fnumeric23 unique values
0 missing
MATS2snumeric19 unique values
0 missing
ATSC6snumeric23 unique values
0 missing
Eta_F_Anumeric23 unique values
0 missing
CIC4numeric22 unique values
0 missing
ATSC6vnumeric23 unique values
0 missing
Eta_FLnumeric23 unique values
0 missing
CIC5numeric21 unique values
0 missing
ATSC7enumeric21 unique values
0 missing
Eta_FL_Anumeric22 unique values
0 missing
SIC5numeric20 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eta_Lnumeric23 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
ATSC7mnumeric22 unique values
0 missing
Eta_L_Anumeric21 unique values
0 missing
IC2numeric23 unique values
0 missing
ATSC7pnumeric22 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
ATSC7snumeric23 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
ATSC7vnumeric22 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
ATSC8enumeric21 unique values
0 missing
GATS1inumeric22 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
GATS1pnumeric21 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
GATS1snumeric22 unique values
0 missing
Eig04_AEA.dm.numeric20 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
GATS1vnumeric21 unique values
0 missing
Eig05_AEA.dm.numeric20 unique values
0 missing
ATSC8snumeric23 unique values
0 missing
GATS2snumeric21 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
GATS3enumeric21 unique values
0 missing
GATS6pnumeric23 unique values
0 missing
BACnumeric18 unique values
0 missing
GATS3mnumeric22 unique values
0 missing
GATS7mnumeric21 unique values
0 missing
BBInumeric17 unique values
0 missing
GATS3snumeric22 unique values
0 missing
GGI2numeric15 unique values
0 missing
BIC1numeric22 unique values
0 missing
GATS4enumeric23 unique values
0 missing
MATS3enumeric23 unique values
0 missing
BIC2numeric23 unique values
0 missing
GATS4snumeric23 unique values
0 missing
MATS3snumeric22 unique values
0 missing
BIC3numeric22 unique values
0 missing
GATS5enumeric23 unique values
0 missing
MATS7mnumeric21 unique values
0 missing
BIC4numeric20 unique values
0 missing
GATS5inumeric23 unique values
0 missing
SM03_EAnumeric15 unique values
0 missing
BIDnumeric17 unique values
0 missing
GATS5mnumeric23 unique values
0 missing
SM03_EA.ed.numeric20 unique values
0 missing
C.numeric19 unique values
0 missing
GATS5pnumeric23 unique values
0 missing
SM03_EA.ri.numeric19 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS5snumeric23 unique values
0 missing
SM04_EA.ed.numeric21 unique values
0 missing
C.004numeric4 unique values
0 missing
GATS5vnumeric23 unique values
0 missing
SM05_AEA.ed.numeric21 unique values
0 missing
C.005numeric4 unique values
0 missing
GATS6enumeric23 unique values
0 missing
SM05_EAnumeric19 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS6mnumeric23 unique values
0 missing
SM05_EA.ed.numeric21 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS6snumeric23 unique values
0 missing
SM05_EA.ri.numeric22 unique values
0 missing
C.009numeric3 unique values
0 missing
GATS6vnumeric23 unique values
0 missing
SM06_AEA.ed.numeric21 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS7inumeric22 unique values
0 missing
SM06_EAnumeric21 unique values
0 missing
C.012numeric2 unique values
0 missing
GATS7pnumeric20 unique values
0 missing
SM06_EA.ed.numeric21 unique values
0 missing
C.015numeric2 unique values
0 missing
GATS7vnumeric21 unique values
0 missing
SM06_EA.ri.numeric22 unique values
0 missing
C.016numeric3 unique values
0 missing
GATS8inumeric22 unique values
0 missing
SM07_AEA.ed.numeric21 unique values
0 missing
C.017numeric4 unique values
0 missing
GATS8mnumeric22 unique values
0 missing
SM07_EAnumeric21 unique values
0 missing
C.019numeric2 unique values
0 missing
GATS8pnumeric20 unique values
0 missing
SM07_EA.ed.numeric21 unique values
0 missing
C.024numeric8 unique values
0 missing
GATS8vnumeric21 unique values
0 missing
SM07_EA.ri.numeric22 unique values
0 missing
C.025numeric9 unique values
0 missing
GGI3numeric19 unique values
0 missing
SM08_AEA.ed.numeric21 unique values
0 missing
C.026numeric9 unique values
0 missing
GGI4numeric21 unique values
0 missing
SM08_EAnumeric21 unique values
0 missing
C.038numeric2 unique values
0 missing
GGI5numeric21 unique values
0 missing
SM08_EA.ed.numeric21 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
GGI6numeric17 unique values
0 missing
SM08_EA.ri.numeric21 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
GGI7numeric18 unique values
0 missing
SM09_AEA.ed.numeric21 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
GGI8numeric18 unique values
0 missing
SM09_EAnumeric21 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
GMTInumeric21 unique values
0 missing
SM09_EA.ed.numeric21 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
GMTIVnumeric22 unique values
0 missing
SM10_AEA.bo.numeric16 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
GNarnumeric18 unique values
0 missing
SM10_AEA.ed.numeric21 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
H.numeric18 unique values
0 missing
SM10_EAnumeric21 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
H.046numeric14 unique values
0 missing
SM10_EA.ed.numeric21 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
H.047numeric13 unique values
0 missing
SM11_AEA.ed.numeric21 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
H.048numeric3 unique values
0 missing
SM11_EAnumeric21 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
H.050numeric6 unique values
0 missing
SM12_AEA.dm.numeric20 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
H.052numeric3 unique values
0 missing
SM12_AEA.ed.numeric21 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
H.053numeric2 unique values
0 missing
SM12_EAnumeric21 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
HDcpxnumeric17 unique values
0 missing
SM13_AEA.ed.numeric21 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
HNarnumeric19 unique values
0 missing
SM13_EAnumeric21 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
SM14_EAnumeric21 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SM14_EA.ed.numeric21 unique values
0 missing
CATS2D_04_DAnumeric7 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
SM15_EAnumeric20 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
SM15_EA.ed.numeric21 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
IACnumeric20 unique values
0 missing
X2Anumeric18 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
IC0numeric19 unique values
0 missing
X4Anumeric14 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
IC3numeric23 unique values
0 missing
CATS2D_06_DLnumeric11 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
IC4numeric22 unique values
0 missing
X1Anumeric17 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
IC5numeric21 unique values
0 missing
GATS2vnumeric23 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
ICRnumeric19 unique values
0 missing
JGI10numeric6 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
IDDEnumeric21 unique values
0 missing
JGI4numeric16 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
IDDMnumeric18 unique values
0 missing
LOCnumeric19 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
IDEnumeric20 unique values
0 missing
MATS3inumeric23 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
IDETnumeric21 unique values
0 missing
MATS3mnumeric23 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
IDMnumeric20 unique values
0 missing
MATS7vnumeric22 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
IDMTnumeric21 unique values
0 missing
PW3numeric17 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SpMAD_AEA.dm.numeric23 unique values
0 missing
CATS2D_06_LLnumeric15 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SpMAD_EA.ri.numeric21 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
BLInumeric22 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
ISIZnumeric18 unique values
0 missing
C.002numeric10 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
IVDEnumeric19 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
IVDMnumeric19 unique values
0 missing
GATS2enumeric22 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
JGI5numeric13 unique values
0 missing
GATS3vnumeric22 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
JGI7numeric9 unique values
0 missing
IC1numeric22 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
LLS_01numeric6 unique values
0 missing
JGI3numeric16 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
LLS_02numeric6 unique values
0 missing
JGI9numeric8 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
LPRSnumeric21 unique values
0 missing
MATS3pnumeric22 unique values
0 missing
CATS2D_08_DLnumeric11 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
MATS3vnumeric22 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
MATS1vnumeric19 unique values
0 missing
RBFnumeric20 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
MATS5enumeric22 unique values
0 missing
X1Avnumeric19 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
MATS5inumeric23 unique values
0 missing
X3Anumeric18 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
MATS5mnumeric23 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
MATS5pnumeric23 unique values
0 missing
MATS1inumeric20 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
MATS5snumeric22 unique values
0 missing
BIC0numeric19 unique values
0 missing
CATS2D_09_DLnumeric9 unique values
0 missing
MATS5vnumeric22 unique values
0 missing
BLTA96numeric22 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
MATS6enumeric23 unique values
0 missing
BLTD48numeric22 unique values
0 missing
CATS2D_09_LLnumeric14 unique values
0 missing
MATS6inumeric21 unique values
0 missing
BLTF96numeric22 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
MATS6mnumeric23 unique values
0 missing
C.001numeric10 unique values
0 missing
CENTnumeric21 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
Eta_C_Anumeric23 unique values
0 missing
Chi0_AEA.bo.numeric20 unique values
0 missing
MATS6snumeric22 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
Chi0_AEA.dm.numeric20 unique values
0 missing
MATS6vnumeric22 unique values
0 missing
MATS1snumeric22 unique values
0 missing
Chi0_AEA.ed.numeric20 unique values
0 missing
MATS7inumeric21 unique values
0 missing
MLOGPnumeric22 unique values
0 missing
Chi0_AEA.ri.numeric20 unique values
0 missing
MATS7pnumeric21 unique values
0 missing
MLOGP2numeric22 unique values
0 missing
Chi0_EAnumeric20 unique values
0 missing
MATS8enumeric22 unique values
0 missing
nArOHnumeric6 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
MATS8inumeric20 unique values
0 missing
nCpnumeric10 unique values
0 missing
Chi0_EA.dm.numeric22 unique values
0 missing
MATS8mnumeric22 unique values
0 missing
nCsnumeric11 unique values
0 missing
Chi0_EA.ed.numeric21 unique values
0 missing
MATS8pnumeric21 unique values
0 missing
NsCH3numeric10 unique values
0 missing
Chi0_EA.ri.numeric22 unique values
0 missing
MATS8snumeric22 unique values
0 missing
NssCH2numeric10 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
MATS8vnumeric20 unique values
0 missing
P_VSA_LogP_1numeric11 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
MAXDPnumeric23 unique values
0 missing
P_VSA_LogP_2numeric12 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
MCDnumeric16 unique values
0 missing
S3Knumeric22 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
MDDDnumeric21 unique values
0 missing
SIC0numeric19 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
Menumeric17 unique values
0 missing
SpMax7_Bh.e.numeric22 unique values
0 missing
Chi1_EA.bo.numeric22 unique values
0 missing
Minumeric13 unique values
0 missing
SpMax7_Bh.v.numeric21 unique values
0 missing
Chi1_EA.dm.numeric22 unique values
0 missing
Mpnumeric20 unique values
0 missing
SpMin2_Bh.m.numeric15 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
MPC01numeric17 unique values
0 missing
SpMin2_Bh.s.numeric12 unique values
0 missing
Chi1_EA.ri.numeric22 unique values
0 missing
MPC02numeric17 unique values
0 missing
SpMin4_Bh.s.numeric14 unique values
0 missing
CIC0numeric19 unique values
0 missing
MPC03numeric19 unique values
0 missing
SssCH2numeric19 unique values
0 missing
CIC1numeric23 unique values
0 missing
MPC04numeric19 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
CIC2numeric23 unique values
0 missing
MPC05numeric18 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
CIC3numeric21 unique values
0 missing
MPC06numeric20 unique values
0 missing
BIC5numeric19 unique values
0 missing
CIDnumeric20 unique values
0 missing
MPC07numeric21 unique values
0 missing
MATS4mnumeric23 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MPC08numeric19 unique values
0 missing
MATS4snumeric23 unique values
0 missing
cRo5numeric2 unique values
0 missing
MPC09numeric20 unique values
0 missing
SpDiam_AEA.dm.numeric21 unique values
0 missing
CSInumeric21 unique values
0 missing
MPC10numeric20 unique values
0 missing
Eig01_AEA.dm.numeric21 unique values
0 missing
DBInumeric17 unique values
0 missing
MSDnumeric21 unique values
0 missing
Eig02_AEA.ed.numeric18 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
Mvnumeric19 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
MWnumeric20 unique values
0 missing
SpMax_AEA.dm.numeric21 unique values
0 missing
D.Dtr06numeric20 unique values
0 missing
MWC01numeric17 unique values
0 missing
Eig02_EA.ed.numeric18 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
MWC03numeric20 unique values
0 missing
SM11_AEA.dm.numeric18 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
MWC04numeric20 unique values
0 missing
ATS2mnumeric23 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
MWC05numeric21 unique values
0 missing
ATS3mnumeric22 unique values
0 missing
DECCnumeric20 unique values
0 missing
MWC06numeric21 unique values
0 missing
ATSC5mnumeric23 unique values
0 missing
DELSnumeric23 unique values
0 missing
MWC07numeric21 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MWC08numeric20 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
DLS_01numeric4 unique values
0 missing
MWC09numeric21 unique values
0 missing
Eig09_AEA.ed.numeric21 unique values
0 missing
DLS_02numeric6 unique values
0 missing
MWC10numeric21 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
DLS_03numeric5 unique values
0 missing
N.numeric2 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
DLS_04numeric5 unique values
0 missing
N.067numeric2 unique values
0 missing
Eig12_EA.ed.numeric19 unique values
0 missing
DLS_05numeric2 unique values
0 missing
NaaCHnumeric8 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
DLS_06numeric6 unique values
0 missing
NaasCnumeric11 unique values
0 missing
Eig15_AEA.ed.numeric18 unique values
0 missing
DLS_07numeric3 unique values
0 missing
nABnumeric6 unique values
0 missing
GGI10numeric17 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
GGI9numeric18 unique values
0 missing
Dznumeric19 unique values
0 missing
nArCOORnumeric3 unique values
0 missing
MWC02numeric19 unique values
0 missing
ECCnumeric20 unique values
0 missing
nArORnumeric7 unique values
0 missing
SM04_AEA.ri.numeric21 unique values
0 missing
Eig01_AEA.bo.numeric20 unique values
0 missing
nATnumeric18 unique values
0 missing
SM05_AEA.ri.numeric21 unique values
0 missing
Eig01_AEA.ed.numeric20 unique values
0 missing
nBMnumeric12 unique values
0 missing
SM07_AEA.ri.numeric19 unique values
0 missing
Eig01_AEA.ri.numeric19 unique values
0 missing
nBnznumeric6 unique values
0 missing
SpAD_AEA.bo.numeric22 unique values
0 missing
Eig01_EAnumeric19 unique values
0 missing
nBOnumeric17 unique values
0 missing
SpAD_AEA.dm.numeric23 unique values
0 missing
Eig01_EA.bo.numeric18 unique values
0 missing
nBTnumeric18 unique values
0 missing
SpAD_AEA.ed.numeric21 unique values
0 missing
Eig01_EA.ed.numeric20 unique values
0 missing
nCnumeric14 unique values
0 missing
SpAD_AEA.ri.numeric22 unique values
0 missing
Eig01_EA.ri.numeric19 unique values
0 missing
nCarnumeric6 unique values
0 missing
SpAD_EAnumeric21 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
nCb.numeric11 unique values
0 missing
SpAD_EA.ri.numeric22 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
nCbHnumeric8 unique values
0 missing
SRW04numeric17 unique values
0 missing
Eig03_AEA.dm.numeric23 unique values
0 missing
nCICnumeric5 unique values
0 missing
Wapnumeric20 unique values
0 missing
Eig03_EA.bo.numeric21 unique values
0 missing
nCIRnumeric7 unique values
0 missing
X2numeric21 unique values
0 missing
Eig04_AEA.bo.numeric19 unique values
0 missing
nCqnumeric4 unique values
0 missing
X2solnumeric22 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
ZM1numeric19 unique values
0 missing
Eig04_AEA.ri.numeric18 unique values
0 missing
ZM1Madnumeric21 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
Eig04_EA.bo.numeric19 unique values
0 missing
GATS8enumeric22 unique values
0 missing
Eig04_EA.ed.numeric18 unique values
0 missing
GATS8snumeric23 unique values
0 missing
Eig04_EA.ri.numeric18 unique values
0 missing
PW5numeric17 unique values
0 missing
Eig05_AEA.bo.numeric19 unique values
0 missing
SaasCnumeric20 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
SpMin7_Bh.p.numeric18 unique values
0 missing
Eig05_AEA.ri.numeric21 unique values
0 missing
SpMin8_Bh.s.numeric14 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MATS1enumeric21 unique values
0 missing
Eig05_EA.bo.numeric18 unique values
0 missing
JGI8numeric7 unique values
0 missing
Eig05_EA.ed.numeric19 unique values
0 missing
SpMAD_AEA.ed.numeric21 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
H.051numeric5 unique values
0 missing
Eig06_AEA.bo.numeric18 unique values
0 missing
nCsp3numeric9 unique values
0 missing
Eig06_AEA.dm.numeric15 unique values
0 missing
GATS1enumeric19 unique values
0 missing
Eig06_AEA.ed.numeric19 unique values
0 missing
Hynumeric20 unique values
0 missing
Eig06_AEA.ri.numeric20 unique values
0 missing
SpMin3_Bh.s.numeric19 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
SpMin7_Bh.e.numeric22 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
SpMin7_Bh.m.numeric17 unique values
0 missing
Eig06_EA.ed.numeric19 unique values
0 missing
SpMin7_Bh.s.numeric19 unique values
0 missing
Eig06_EA.ri.numeric20 unique values
0 missing
SpMin7_Bh.v.numeric17 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
AACnumeric19 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing

62 properties

27
Number of instances (rows) of the dataset.
746
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
745
Number of numeric attributes.
1
Number of nominal attributes.
Third quartile of entropy among attributes.
27
Maximum kurtosis among attributes of the numeric type.
-5.71
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
0.65
Third quartile of kurtosis among attributes of the numeric type.
244796.63
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
9.01
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
99.87
Percentage of numeric attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
The maximum number of distinct values among attributes of the nominal type.
-5.2
Minimum skewness among attributes of the numeric type.
0.13
Percentage of nominal attributes.
0.68
Third quartile of skewness among attributes of the numeric type.
5.2
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
2.46
Third quartile of standard deviation of attributes of the numeric type.
386469.47
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
-1.1
First quartile of kurtosis among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0.88
First quartile of means among attributes of the numeric type.
1.2
Mean kurtosis among attributes of the numeric type.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
859.28
Mean of means among attributes of the numeric type.
-0.34
First quartile of skewness among attributes of the numeric type.
0.16
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
0.27
First quartile of standard deviation of attributes of the numeric type.
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Second quartile (Median) of entropy among attributes.
27.63
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
-0.68
Second quartile (Median) of kurtosis among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
0.26
Mean skewness among attributes of the numeric type.
3.06
Second quartile (Median) of means among attributes of the numeric type.
Percentage of instances belonging to the most frequent class.
1131.7
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
0.14
Second quartile (Median) of skewness among attributes of the numeric type.
0.78
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-2.16
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.

12 tasks

2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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