Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343

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: CHEMBL343 (TID: 19609), and it has 22 rows and 586 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.

588 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal22 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
JGI8numeric8 unique values
0 missing
MATS2inumeric20 unique values
0 missing
Dznumeric21 unique values
0 missing
JGI9numeric9 unique values
0 missing
MATS3pnumeric21 unique values
0 missing
ECCnumeric21 unique values
0 missing
JGTnumeric19 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
LLS_01numeric5 unique values
0 missing
GATS6snumeric22 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
LLS_02numeric2 unique values
0 missing
MATS2pnumeric22 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
LOCnumeric18 unique values
0 missing
MATS5mnumeric20 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
LPRSnumeric21 unique values
0 missing
MATS6snumeric22 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
MATS1enumeric22 unique values
0 missing
MATS6enumeric22 unique values
0 missing
Eig01_EA.bo.numeric10 unique values
0 missing
MATS1inumeric21 unique values
0 missing
SpMin6_Bh.e.numeric22 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
MATS1mnumeric19 unique values
0 missing
SpMin6_Bh.m.numeric17 unique values
0 missing
Eig01_EA.ed.numeric13 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
GATS4mnumeric20 unique values
0 missing
Eig01_EA.ri.numeric16 unique values
0 missing
MATS1snumeric21 unique values
0 missing
SpMin5_Bh.m.numeric21 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
SpMax3_Bh.m.numeric18 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
MATS2enumeric21 unique values
0 missing
SpMin1_Bh.e.numeric14 unique values
0 missing
Eig02_AEA.ed.numeric16 unique values
0 missing
MATS2mnumeric22 unique values
0 missing
SpMin1_Bh.p.numeric15 unique values
0 missing
Eig02_AEA.ri.numeric22 unique values
0 missing
MATS2snumeric22 unique values
0 missing
SpMin1_Bh.v.numeric16 unique values
0 missing
Eig02_EAnumeric21 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig02_EA.bo.numeric19 unique values
0 missing
MATS3enumeric22 unique values
0 missing
AECCnumeric21 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS3inumeric22 unique values
0 missing
ALOGPnumeric22 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
MATS3mnumeric21 unique values
0 missing
ALOGP2numeric22 unique values
0 missing
Eig02_EA.ri.numeric22 unique values
0 missing
MATS3snumeric22 unique values
0 missing
AMRnumeric22 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
MATS3vnumeric21 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig03_AEA.dm.numeric21 unique values
0 missing
MATS4enumeric21 unique values
0 missing
ARRnumeric16 unique values
0 missing
Eig03_AEA.ed.numeric19 unique values
0 missing
MATS4inumeric21 unique values
0 missing
ATS1enumeric22 unique values
0 missing
Eig03_AEA.ri.numeric21 unique values
0 missing
MATS4mnumeric22 unique values
0 missing
ATS1inumeric22 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
MATS4pnumeric20 unique values
0 missing
ATS1mnumeric21 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
MATS4snumeric21 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS4vnumeric21 unique values
0 missing
ATS1snumeric22 unique values
0 missing
Eig03_EA.ed.numeric21 unique values
0 missing
MATS5enumeric22 unique values
0 missing
ATS1vnumeric20 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
MATS5inumeric19 unique values
0 missing
ATS2enumeric22 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
MATS5pnumeric18 unique values
0 missing
ATS2inumeric22 unique values
0 missing
Eig04_AEA.dm.numeric22 unique values
0 missing
MATS5snumeric21 unique values
0 missing
ATS2mnumeric20 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
MATS5vnumeric20 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
Eig04_AEA.ri.numeric21 unique values
0 missing
MATS6inumeric21 unique values
0 missing
ATS2snumeric22 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
MATS6mnumeric22 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
MATS6pnumeric21 unique values
0 missing
ATS3enumeric22 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS6vnumeric21 unique values
0 missing
ATS3inumeric22 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
MATS7enumeric22 unique values
0 missing
ATS3mnumeric21 unique values
0 missing
Eig04_EA.ri.numeric22 unique values
0 missing
MATS7inumeric22 unique values
0 missing
ATS3pnumeric21 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
MATS7mnumeric22 unique values
0 missing
ATS3snumeric21 unique values
0 missing
Eig05_AEA.dm.numeric21 unique values
0 missing
MATS7pnumeric21 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
Eig05_AEA.ed.numeric19 unique values
0 missing
MATS7snumeric18 unique values
0 missing
ATS4enumeric22 unique values
0 missing
Eig05_AEA.ri.numeric22 unique values
0 missing
MATS7vnumeric19 unique values
0 missing
ATS4inumeric22 unique values
0 missing
Eig05_EAnumeric21 unique values
0 missing
MATS8enumeric22 unique values
0 missing
ATS4mnumeric22 unique values
0 missing
Eig05_EA.bo.numeric21 unique values
0 missing
MATS8inumeric22 unique values
0 missing
ATS4pnumeric22 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS8mnumeric21 unique values
0 missing
ATS4snumeric20 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
MATS8pnumeric21 unique values
0 missing
ATS4vnumeric22 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
MATS8snumeric22 unique values
0 missing
ATS5enumeric21 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
MATS8vnumeric22 unique values
0 missing
ATS5inumeric22 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
MAXDNnumeric22 unique values
0 missing
ATS5mnumeric22 unique values
0 missing
Eig06_AEA.ed.numeric21 unique values
0 missing
MAXDPnumeric22 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
Eig06_AEA.ri.numeric19 unique values
0 missing
MCDnumeric19 unique values
0 missing
ATS5snumeric22 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
MDDDnumeric21 unique values
0 missing
ATS5vnumeric22 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
Menumeric20 unique values
0 missing
ATS6enumeric21 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
Minumeric18 unique values
0 missing
ATS6inumeric22 unique values
0 missing
Eig06_EA.ed.numeric21 unique values
0 missing
MLOGPnumeric21 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig06_EA.ri.numeric19 unique values
0 missing
MLOGP2numeric21 unique values
0 missing
ATS6pnumeric22 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
Mpnumeric16 unique values
0 missing
ATS6snumeric22 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATS6vnumeric22 unique values
0 missing
Eig07_AEA.ed.numeric20 unique values
0 missing
MPC02numeric17 unique values
0 missing
ATS7enumeric22 unique values
0 missing
Eig07_AEA.ri.numeric20 unique values
0 missing
MPC03numeric17 unique values
0 missing
ATS7inumeric22 unique values
0 missing
Eig07_EAnumeric18 unique values
0 missing
MPC04numeric15 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
MPC05numeric18 unique values
0 missing
ATS7pnumeric22 unique values
0 missing
Eig07_EA.ed.numeric21 unique values
0 missing
MPC06numeric19 unique values
0 missing
ATS7snumeric22 unique values
0 missing
Eig07_EA.ri.numeric20 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATS7vnumeric22 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
MPC08numeric18 unique values
0 missing
ATS8enumeric22 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
MPC09numeric21 unique values
0 missing
ATS8inumeric22 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
MPC10numeric20 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
Eig08_AEA.ri.numeric18 unique values
0 missing
MSDnumeric21 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
Eig08_EAnumeric17 unique values
0 missing
Mvnumeric20 unique values
0 missing
ATS8snumeric22 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
MWnumeric22 unique values
0 missing
ATS8vnumeric21 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATSC1enumeric20 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
MWC02numeric19 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
MWC03numeric20 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
MWC04numeric21 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
ATSC1snumeric22 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
ATSC2enumeric21 unique values
0 missing
Eig09_EA.bo.numeric20 unique values
0 missing
ATSC2inumeric20 unique values
0 missing
Eig09_EA.ed.numeric19 unique values
0 missing
ATSC2mnumeric22 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
Eig10_AEA.bo.numeric20 unique values
0 missing
ATSC2snumeric22 unique values
0 missing
Eig10_AEA.dm.numeric16 unique values
0 missing
ATSC2vnumeric22 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
ATSC3enumeric22 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
ATSC3inumeric22 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
ATSC3mnumeric22 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
ATSC3pnumeric22 unique values
0 missing
Eig10_EA.ed.numeric19 unique values
0 missing
ATSC3snumeric22 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
ATSC3vnumeric22 unique values
0 missing
Eig11_AEA.bo.numeric19 unique values
0 missing
ATSC4enumeric22 unique values
0 missing
Eig11_AEA.dm.numeric16 unique values
0 missing
ATSC4inumeric22 unique values
0 missing
Eig11_AEA.ed.numeric20 unique values
0 missing
ATSC4mnumeric22 unique values
0 missing
Eig11_AEA.ri.numeric20 unique values
0 missing
ATSC4pnumeric22 unique values
0 missing
Eig11_EAnumeric20 unique values
0 missing
ATSC4snumeric22 unique values
0 missing
Eig11_EA.bo.numeric22 unique values
0 missing
ATSC4vnumeric22 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
ATSC5enumeric22 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
ATSC5inumeric22 unique values
0 missing
Eig12_AEA.bo.numeric20 unique values
0 missing
ATSC5mnumeric22 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
ATSC5pnumeric22 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
ATSC5snumeric22 unique values
0 missing
Eig12_AEA.ri.numeric22 unique values
0 missing
ATSC5vnumeric22 unique values
0 missing
Eig12_EAnumeric21 unique values
0 missing
ATSC6enumeric21 unique values
0 missing
Eig12_EA.bo.numeric22 unique values
0 missing
ATSC6inumeric22 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
ATSC6mnumeric22 unique values
0 missing
Eig12_EA.ri.numeric21 unique values
0 missing
ATSC6pnumeric22 unique values
0 missing
Eig13_AEA.bo.numeric20 unique values
0 missing
ATSC6snumeric22 unique values
0 missing
Eig13_AEA.dm.numeric20 unique values
0 missing
ATSC6vnumeric22 unique values
0 missing
Eig13_AEA.ed.numeric19 unique values
0 missing
ATSC7enumeric21 unique values
0 missing
Eig13_AEA.ri.numeric22 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eig13_EAnumeric21 unique values
0 missing
ATSC7mnumeric22 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
ATSC7pnumeric22 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATSC7snumeric22 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
ATSC7vnumeric22 unique values
0 missing
Eig13_EA.ri.numeric22 unique values
0 missing
ATSC8enumeric20 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
Eig14_AEA.dm.numeric19 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
Eig14_AEA.ri.numeric17 unique values
0 missing
ATSC8snumeric22 unique values
0 missing
Eig14_EAnumeric17 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
Eig14_EA.bo.numeric21 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
BBInumeric17 unique values
0 missing
Eig14_EA.ri.numeric19 unique values
0 missing
BIC0numeric20 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
BIC1numeric19 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
BIC2numeric20 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
BIC3numeric20 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
BIC4numeric18 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
BIC5numeric17 unique values
0 missing
Eig15_EA.bo.numeric19 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig15_EA.ed.numeric17 unique values
0 missing
BLInumeric21 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
BLTA96numeric21 unique values
0 missing
Eta_alphanumeric20 unique values
0 missing
BLTD48numeric21 unique values
0 missing
Eta_alpha_Anumeric20 unique values
0 missing
BLTF96numeric21 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
C.numeric19 unique values
0 missing
Eta_betanumeric21 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_beta_Anumeric21 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_betaPnumeric10 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_betaP_Anumeric21 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
C.006numeric3 unique values
0 missing
Eta_betaS_Anumeric15 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_Cnumeric22 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_C_Anumeric21 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_epsi_Anumeric21 unique values
0 missing
C.025numeric5 unique values
0 missing
Eta_Fnumeric22 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_F_Anumeric21 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
C.028numeric3 unique values
0 missing
Eta_FL_Anumeric18 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_Lnumeric20 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_sh_ynumeric22 unique values
0 missing
C.043numeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS1enumeric22 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS1inumeric22 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS1pnumeric21 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
GATS1snumeric22 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS1vnumeric20 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS2enumeric21 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
GATS2inumeric22 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS2mnumeric21 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS2pnumeric19 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS2snumeric22 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS2vnumeric19 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
GATS3enumeric22 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS3inumeric21 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS3mnumeric20 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS3pnumeric21 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS3snumeric22 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS3vnumeric21 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS4enumeric21 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS4inumeric22 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS4pnumeric21 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS4snumeric22 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS4vnumeric22 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS5enumeric22 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS5inumeric19 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
GATS5pnumeric20 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
GATS5snumeric22 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS5vnumeric19 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
GATS6enumeric22 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS6inumeric22 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS6mnumeric21 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6pnumeric21 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS6vnumeric22 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS7enumeric22 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS7inumeric21 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS7mnumeric22 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS7pnumeric22 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS7snumeric22 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7vnumeric20 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS8enumeric22 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS8inumeric22 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS8mnumeric22 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS8pnumeric21 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS8snumeric22 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS8vnumeric21 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GGI1numeric9 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GGI10numeric14 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI3numeric17 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GGI4numeric21 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GGI5numeric19 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GGI6numeric20 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
GGI7numeric15 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GGI8numeric16 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
GGI9numeric19 unique values
0 missing
CENTnumeric20 unique values
0 missing
GMTInumeric21 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
GMTIVnumeric22 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
GNarnumeric20 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
H.numeric19 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
H.046numeric5 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
H.047numeric9 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_EA.dm.numeric22 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi0_EA.ed.numeric21 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_EA.ri.numeric22 unique values
0 missing
H.051numeric4 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
H.052numeric4 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
HDcpxnumeric21 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
HNarnumeric17 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
HVcpxnumeric21 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
Hynumeric21 unique values
0 missing
Chi1_EA.bo.numeric22 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.dm.numeric22 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi1_EA.ri.numeric22 unique values
0 missing
IACnumeric21 unique values
0 missing
CIC0numeric22 unique values
0 missing
IC0numeric22 unique values
0 missing
CIC1numeric22 unique values
0 missing
IC1numeric22 unique values
0 missing
CIC2numeric22 unique values
0 missing
IC2numeric21 unique values
0 missing
CIC3numeric22 unique values
0 missing
IC3numeric22 unique values
0 missing
CIC4numeric22 unique values
0 missing
IC4numeric22 unique values
0 missing
CIC5numeric20 unique values
0 missing
IC5numeric20 unique values
0 missing
CIDnumeric21 unique values
0 missing
ICRnumeric21 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IDDEnumeric19 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDDMnumeric19 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDEnumeric21 unique values
0 missing
CSInumeric20 unique values
0 missing
IDETnumeric21 unique values
0 missing
DBInumeric15 unique values
0 missing
IDMnumeric20 unique values
0 missing
D.Dtr05numeric18 unique values
0 missing
IDMTnumeric21 unique values
0 missing
D.Dtr06numeric21 unique values
0 missing
Infective.50numeric2 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
D.Dtr09numeric17 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
ISIZnumeric13 unique values
0 missing
DECCnumeric21 unique values
0 missing
IVDEnumeric20 unique values
0 missing
DELSnumeric22 unique values
0 missing
IVDMnumeric20 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI1numeric20 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI10numeric7 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI2numeric14 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI3numeric13 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI4numeric14 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGI5numeric12 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI6numeric9 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI7numeric8 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
22
Number of instances (rows) of the dataset.
NumberOfFeatures
588
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
587
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
22
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.67
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
9.02
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
20347.73
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3MeansOfNumericAtts
4.22
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.83
Percentage of numeric attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.69
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
0.5
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
4.69
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3StdDevOfNumericAtts
1.04
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
10432.58
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.71
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.45
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
5.41
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
74.86
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-2.52
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.5
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
26.73
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
4.11
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
-0.92
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.37
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
34.81
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
-1.24
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.49
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.17
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL343
0 runs - estimation_procedure: 50 times Clustering
Define a new task