Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3701

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3701

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: CHEMBL3701 (TID: 100198), and it has 21 rows and 479 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.

481 features

pXC50 (target)numeric19 unique values
0 missing
molecule_id (row identifier)nominal21 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS4pnumeric20 unique values
0 missing
CSInumeric16 unique values
0 missing
MATS4vnumeric20 unique values
0 missing
DBInumeric10 unique values
0 missing
MATS6pnumeric20 unique values
0 missing
D.Dtr05numeric7 unique values
0 missing
GATS2snumeric19 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
MATS6inumeric21 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
AACnumeric20 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
AECCnumeric16 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
ALOGPnumeric20 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
ALOGP2numeric20 unique values
0 missing
DECCnumeric15 unique values
0 missing
AMRnumeric20 unique values
0 missing
DELSnumeric21 unique values
0 missing
AMWnumeric19 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ARRnumeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS1enumeric19 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS1inumeric19 unique values
0 missing
DLS_02numeric2 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
DLS_03numeric2 unique values
0 missing
ATS1pnumeric20 unique values
0 missing
DLS_04numeric4 unique values
0 missing
ATS1snumeric20 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS1vnumeric20 unique values
0 missing
DLS_06numeric2 unique values
0 missing
ATS2enumeric20 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS2inumeric20 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
ATS2mnumeric20 unique values
0 missing
Dznumeric16 unique values
0 missing
ATS2pnumeric20 unique values
0 missing
ECCnumeric16 unique values
0 missing
ATS2snumeric21 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
ATS2vnumeric20 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
ATS3enumeric19 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
ATS3inumeric20 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
ATS3mnumeric19 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
ATS3pnumeric20 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
ATS3snumeric20 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
ATS3vnumeric20 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig01_EA.ri.numeric20 unique values
0 missing
ATS4inumeric20 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
ATS4mnumeric21 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
ATS4pnumeric21 unique values
0 missing
Eig02_AEA.ed.numeric14 unique values
0 missing
ATS4snumeric20 unique values
0 missing
Eig02_AEA.ri.numeric19 unique values
0 missing
ATS4vnumeric20 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
ATS5enumeric21 unique values
0 missing
Eig02_EA.bo.numeric17 unique values
0 missing
ATS5inumeric21 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
ATS5mnumeric21 unique values
0 missing
Eig02_EA.ed.numeric14 unique values
0 missing
ATS5pnumeric20 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
ATS5snumeric21 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
ATS5vnumeric21 unique values
0 missing
Eig03_AEA.dm.numeric20 unique values
0 missing
ATS6enumeric20 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
ATS6inumeric20 unique values
0 missing
Eig03_AEA.ri.numeric19 unique values
0 missing
ATS6mnumeric21 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
ATS6pnumeric21 unique values
0 missing
Eig03_EA.bo.numeric18 unique values
0 missing
ATS6snumeric21 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
ATS6vnumeric20 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
ATS7enumeric21 unique values
0 missing
Eig03_EA.ri.numeric19 unique values
0 missing
ATS7inumeric21 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig04_AEA.dm.numeric19 unique values
0 missing
ATS7pnumeric21 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
ATS7snumeric21 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
ATS7vnumeric21 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
ATS8enumeric21 unique values
0 missing
Eig04_EA.bo.numeric18 unique values
0 missing
ATS8inumeric21 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
ATS8mnumeric19 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
Eig04_EA.ri.numeric18 unique values
0 missing
ATS8snumeric21 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
ATS8vnumeric21 unique values
0 missing
Eig05_AEA.dm.numeric17 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
ATSC1inumeric20 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
ATSC1mnumeric20 unique values
0 missing
Eig05_EAnumeric15 unique values
0 missing
ATSC1pnumeric20 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
ATSC1snumeric20 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATSC1vnumeric20 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
ATSC2enumeric19 unique values
0 missing
Eig05_EA.ri.numeric20 unique values
0 missing
ATSC2inumeric20 unique values
0 missing
Eig06_AEA.bo.numeric18 unique values
0 missing
ATSC2mnumeric20 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
ATSC2pnumeric20 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
ATSC2snumeric21 unique values
0 missing
Eig06_AEA.ri.numeric19 unique values
0 missing
ATSC2vnumeric20 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
ATSC3enumeric20 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
ATSC3inumeric20 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
ATSC3mnumeric20 unique values
0 missing
Eig06_EA.ri.numeric19 unique values
0 missing
ATSC3pnumeric20 unique values
0 missing
Eig07_AEA.bo.numeric14 unique values
0 missing
ATSC3snumeric21 unique values
0 missing
Eig07_AEA.dm.numeric15 unique values
0 missing
ATSC3vnumeric20 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
ATSC4enumeric21 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
ATSC4inumeric20 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
ATSC4mnumeric21 unique values
0 missing
Eig07_EA.bo.numeric10 unique values
0 missing
ATSC4pnumeric21 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
ATSC4snumeric21 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
ATSC4vnumeric21 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
ATSC5enumeric19 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
ATSC5inumeric21 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
ATSC5mnumeric21 unique values
0 missing
Eig08_AEA.ri.numeric14 unique values
0 missing
ATSC5pnumeric21 unique values
0 missing
Eig08_EAnumeric9 unique values
0 missing
ATSC5snumeric21 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
ATSC5vnumeric21 unique values
0 missing
Eig08_EA.ed.numeric10 unique values
0 missing
ATSC6enumeric21 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
ATSC6inumeric20 unique values
0 missing
Eig09_AEA.bo.numeric11 unique values
0 missing
ATSC6mnumeric21 unique values
0 missing
Eig09_AEA.dm.numeric11 unique values
0 missing
ATSC6pnumeric21 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
ATSC6snumeric21 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
ATSC6vnumeric21 unique values
0 missing
Eig09_EAnumeric9 unique values
0 missing
ATSC7enumeric20 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
ATSC7inumeric21 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ATSC7mnumeric21 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATSC7pnumeric21 unique values
0 missing
Eig10_AEA.bo.numeric10 unique values
0 missing
ATSC7snumeric21 unique values
0 missing
Eig10_AEA.dm.numeric11 unique values
0 missing
ATSC7vnumeric21 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATSC8enumeric21 unique values
0 missing
Eig10_AEA.ri.numeric14 unique values
0 missing
ATSC8inumeric20 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
ATSC8mnumeric21 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
ATSC8pnumeric21 unique values
0 missing
Eig10_EA.ed.numeric11 unique values
0 missing
ATSC8snumeric21 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
ATSC8vnumeric21 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
BACnumeric8 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
BBInumeric11 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
BIC0numeric20 unique values
0 missing
Eig11_AEA.ri.numeric19 unique values
0 missing
BIC1numeric20 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
BIC2numeric20 unique values
0 missing
Eig11_EA.bo.numeric16 unique values
0 missing
BIC3numeric17 unique values
0 missing
Eig11_EA.ed.numeric16 unique values
0 missing
BIC4numeric19 unique values
0 missing
Eig11_EA.ri.numeric19 unique values
0 missing
BIC5numeric19 unique values
0 missing
Eig12_AEA.bo.numeric18 unique values
0 missing
BIDnumeric12 unique values
0 missing
Eig12_AEA.dm.numeric19 unique values
0 missing
BLInumeric19 unique values
0 missing
Eig12_AEA.ed.numeric14 unique values
0 missing
BLTA96numeric19 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
BLTD48numeric19 unique values
0 missing
Eig12_EAnumeric16 unique values
0 missing
BLTF96numeric19 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
C.numeric16 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig13_AEA.dm.numeric18 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig13_AEA.ri.numeric19 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig13_EA.bo.numeric18 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig13_EA.ed.numeric16 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig13_EA.ri.numeric17 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig14_AEA.bo.numeric11 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig14_AEA.dm.numeric19 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig14_EAnumeric10 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig15_AEA.bo.numeric13 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig15_AEA.dm.numeric16 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
C.043numeric3 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig15_EAnumeric10 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_EA.ri.numeric20 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_alphanumeric19 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eta_alpha_Anumeric15 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_betanumeric15 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eta_beta_Anumeric17 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_betaP_Anumeric17 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eta_betaS_Anumeric15 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
Eta_Cnumeric21 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_C_Anumeric18 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_epsinumeric19 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
Eta_epsi_Anumeric16 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
Eta_Fnumeric21 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eta_F_Anumeric20 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_FLnumeric20 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_FL_Anumeric19 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_Lnumeric20 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
Eta_L_Anumeric17 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
Eta_sh_pnumeric17 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
Eta_sh_ynumeric18 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS1enumeric19 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
GATS1inumeric20 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS1mnumeric19 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS1pnumeric20 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS1snumeric18 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS1vnumeric20 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS2enumeric20 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS2inumeric19 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS2mnumeric20 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS2pnumeric17 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS2vnumeric20 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS3enumeric20 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS3inumeric20 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GATS3mnumeric20 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS3pnumeric20 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS3snumeric20 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
GATS3vnumeric20 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS4enumeric21 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS4inumeric20 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS4mnumeric20 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS4pnumeric20 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS4snumeric21 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS4vnumeric21 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS5enumeric21 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS5inumeric21 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS5mnumeric21 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GATS5pnumeric20 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GATS5snumeric21 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS5vnumeric19 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS6enumeric21 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS6inumeric20 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS6mnumeric20 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GATS6pnumeric19 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS6snumeric21 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GATS6vnumeric20 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS7enumeric21 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS7inumeric21 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS7mnumeric21 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GATS7pnumeric21 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS7snumeric19 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS7vnumeric21 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS8enumeric21 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS8inumeric21 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GATS8mnumeric20 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS8pnumeric21 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GATS8snumeric20 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS8vnumeric20 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI10numeric12 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GGI3numeric9 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GGI4numeric15 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GGI5numeric14 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric15 unique values
0 missing
Chi0_AEA.bo.numeric14 unique values
0 missing
Chi0_AEA.dm.numeric14 unique values
0 missing
Chi0_AEA.ed.numeric14 unique values
0 missing
Chi0_AEA.ri.numeric14 unique values
0 missing
Chi0_EAnumeric14 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
Chi0_EA.dm.numeric17 unique values
0 missing
Chi0_EA.ed.numeric15 unique values
0 missing
Chi0_EA.ri.numeric19 unique values
0 missing
Chi1_AEA.bo.numeric15 unique values
0 missing
Chi1_AEA.dm.numeric15 unique values
0 missing
Chi1_AEA.ed.numeric15 unique values
0 missing
Chi1_AEA.ri.numeric15 unique values
0 missing
Chi1_EAnumeric15 unique values
0 missing
Chi1_EA.bo.numeric17 unique values
0 missing
Chi1_EA.dm.numeric17 unique values
0 missing
Chi1_EA.ed.numeric15 unique values
0 missing
Chi1_EA.ri.numeric20 unique values
0 missing
CIC0numeric20 unique values
0 missing
CIC1numeric20 unique values
0 missing
CIC2numeric21 unique values
0 missing
CIC3numeric21 unique values
0 missing
CIC4numeric21 unique values
0 missing
CIC5numeric21 unique values
0 missing
CIDnumeric14 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing

62 properties

21
Number of instances (rows) of the dataset.
481
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.
480
Number of numeric attributes.
1
Number of nominal attributes.
2.41
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.
8.55
Mean of means among attributes of the numeric type.
0.23
First quartile of skewness among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
0.25
First quartile of standard deviation of attributes of the numeric type.
-0.11
Average class difference between consecutive instances.
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.
Entropy of the target attribute values.
Average number of distinct values among the attributes of the nominal type.
1.32
Second quartile (Median) of kurtosis among attributes of the numeric type.
22.9
Number of attributes divided by the number of instances.
1.04
Mean skewness among attributes of the numeric type.
1.29
Second quartile (Median) of means 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.
5.38
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Percentage of instances belonging to the most frequent class.
Minimal entropy among attributes.
0.94
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
Maximum entropy among attributes.
-2.21
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.46
Second quartile (Median) of standard deviation of attributes of the numeric type.
21
Maximum kurtosis among attributes of the numeric type.
-4.06
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
930.48
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.
3.43
Third quartile of kurtosis 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.
99.79
Percentage of numeric attributes.
4.28
Third quartile of means among attributes of the numeric type.
The maximum number of distinct values among attributes of the nominal type.
-2.97
Minimum skewness among attributes of the numeric type.
0.21
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
4.58
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
1.75
Third quartile of skewness among attributes of the numeric type.
840.55
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
-0.28
First quartile of kurtosis among attributes of the numeric type.
1.13
Third quartile of standard deviation of attributes of the numeric type.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0.57
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.

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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