Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3244

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3244

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL3244 (TID: 12199), and it has 27 rows and 745 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.

747 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal27 unique values
0 missing
Eig02_EAnumeric15 unique values
0 missing
MATS2vnumeric24 unique values
0 missing
IC2numeric24 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
MATS3enumeric24 unique values
0 missing
AACnumeric20 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS3inumeric24 unique values
0 missing
AECCnumeric18 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
MATS3mnumeric23 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
Eig02_EA.ri.numeric20 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
ALOGP2numeric25 unique values
0 missing
Eig03_AEA.bo.numeric6 unique values
0 missing
MATS3snumeric25 unique values
0 missing
AMRnumeric25 unique values
0 missing
Eig03_AEA.dm.numeric4 unique values
0 missing
MATS3vnumeric24 unique values
0 missing
AMWnumeric23 unique values
0 missing
Eig03_AEA.ed.numeric7 unique values
0 missing
MATS4enumeric26 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig03_AEA.ri.numeric9 unique values
0 missing
MATS4inumeric21 unique values
0 missing
ATS1enumeric23 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
MATS4mnumeric23 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig03_EA.bo.numeric18 unique values
0 missing
MATS4pnumeric23 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS4snumeric24 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
MATS4vnumeric25 unique values
0 missing
ATS1snumeric24 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
MATS5enumeric24 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
MATS5inumeric24 unique values
0 missing
ATS2enumeric25 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
MATS5mnumeric25 unique values
0 missing
ATS2inumeric25 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
ATS2mnumeric24 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
MATS5snumeric24 unique values
0 missing
ATS2pnumeric24 unique values
0 missing
Eig04_EAnumeric18 unique values
0 missing
MATS5vnumeric24 unique values
0 missing
ATS2snumeric23 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
MATS6enumeric22 unique values
0 missing
ATS2vnumeric24 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS6inumeric23 unique values
0 missing
ATS3enumeric24 unique values
0 missing
Eig04_EA.ed.numeric15 unique values
0 missing
MATS6mnumeric23 unique values
0 missing
ATS3inumeric25 unique values
0 missing
Eig04_EA.ri.numeric22 unique values
0 missing
MATS6pnumeric22 unique values
0 missing
ATS3mnumeric23 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
MATS6snumeric24 unique values
0 missing
ATS3pnumeric25 unique values
0 missing
Eig05_AEA.dm.numeric19 unique values
0 missing
MATS6vnumeric24 unique values
0 missing
ATS3snumeric26 unique values
0 missing
Eig05_AEA.ed.numeric18 unique values
0 missing
MATS7enumeric24 unique values
0 missing
ATS3vnumeric26 unique values
0 missing
Eig05_AEA.ri.numeric22 unique values
0 missing
MATS7inumeric25 unique values
0 missing
ATS4enumeric25 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
MATS7mnumeric24 unique values
0 missing
ATS4inumeric25 unique values
0 missing
Eig05_EA.bo.numeric20 unique values
0 missing
MATS7pnumeric20 unique values
0 missing
ATS4mnumeric26 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
MATS7snumeric24 unique values
0 missing
ATS4pnumeric25 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
MATS7vnumeric23 unique values
0 missing
ATS4snumeric25 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
MATS8enumeric25 unique values
0 missing
ATS4vnumeric25 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
MATS8inumeric25 unique values
0 missing
ATS5enumeric26 unique values
0 missing
Eig06_AEA.dm.numeric20 unique values
0 missing
MATS8mnumeric26 unique values
0 missing
ATS5inumeric25 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
MATS8pnumeric23 unique values
0 missing
ATS5mnumeric26 unique values
0 missing
Eig06_AEA.ri.numeric21 unique values
0 missing
MATS8snumeric23 unique values
0 missing
ATS5pnumeric26 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
MATS8vnumeric25 unique values
0 missing
ATS5snumeric24 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
MAXDPnumeric26 unique values
0 missing
ATS6enumeric24 unique values
0 missing
Eig06_EA.ri.numeric21 unique values
0 missing
MCDnumeric12 unique values
0 missing
ATS6inumeric25 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
MDDDnumeric19 unique values
0 missing
ATS6mnumeric26 unique values
0 missing
Eig07_AEA.dm.numeric23 unique values
0 missing
Menumeric17 unique values
0 missing
ATS6pnumeric24 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
Minumeric16 unique values
0 missing
ATS6snumeric26 unique values
0 missing
Eig07_AEA.ri.numeric18 unique values
0 missing
MLOGPnumeric23 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
MLOGP2numeric23 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
Mpnumeric19 unique values
0 missing
ATS7inumeric24 unique values
0 missing
Eig07_EA.ed.numeric18 unique values
0 missing
MPC01numeric11 unique values
0 missing
ATS7mnumeric26 unique values
0 missing
Eig07_EA.ri.numeric18 unique values
0 missing
MPC02numeric14 unique values
0 missing
ATS7pnumeric26 unique values
0 missing
Eig08_AEA.bo.numeric13 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATS7snumeric25 unique values
0 missing
Eig08_AEA.dm.numeric20 unique values
0 missing
MPC04numeric15 unique values
0 missing
ATS7vnumeric25 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
MPC05numeric15 unique values
0 missing
ATS8enumeric24 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
MPC06numeric15 unique values
0 missing
ATS8inumeric26 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
MPC07numeric17 unique values
0 missing
ATS8mnumeric26 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
MPC08numeric18 unique values
0 missing
ATS8pnumeric25 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
MPC09numeric18 unique values
0 missing
ATS8snumeric25 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
MPC10numeric18 unique values
0 missing
ATS8vnumeric23 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
MSDnumeric19 unique values
0 missing
ATSC1enumeric22 unique values
0 missing
Eig09_AEA.dm.numeric24 unique values
0 missing
Mvnumeric18 unique values
0 missing
ATSC1inumeric25 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
MWnumeric23 unique values
0 missing
ATSC1mnumeric25 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
MWC01numeric11 unique values
0 missing
ATSC1pnumeric25 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
MWC02numeric16 unique values
0 missing
ATSC1snumeric26 unique values
0 missing
Eig09_EA.bo.numeric9 unique values
0 missing
MWC03numeric17 unique values
0 missing
ATSC1vnumeric25 unique values
0 missing
Eig09_EA.ed.numeric15 unique values
0 missing
MWC04numeric19 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
MWC05numeric19 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
MWC06numeric19 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig10_AEA.dm.numeric21 unique values
0 missing
MWC07numeric19 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
MWC08numeric18 unique values
0 missing
ATSC2snumeric26 unique values
0 missing
Eig10_AEA.ri.numeric14 unique values
0 missing
MWC09numeric17 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
MWC10numeric19 unique values
0 missing
ATSC3enumeric26 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
N.numeric16 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC3mnumeric26 unique values
0 missing
Eig10_EA.ri.numeric13 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC3pnumeric26 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC3snumeric26 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC3vnumeric26 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC4enumeric23 unique values
0 missing
Eig11_AEA.ri.numeric13 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC4inumeric26 unique values
0 missing
Eig11_EAnumeric13 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC4mnumeric26 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC4pnumeric26 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
N.078numeric2 unique values
0 missing
ATSC4snumeric26 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
N.079numeric2 unique values
0 missing
ATSC4vnumeric26 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
NaaCHnumeric3 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
NaasCnumeric3 unique values
0 missing
ATSC5inumeric26 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
nABnumeric2 unique values
0 missing
ATSC5mnumeric26 unique values
0 missing
Eig12_AEA.ri.numeric15 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC5pnumeric26 unique values
0 missing
Eig12_EAnumeric12 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATSC5snumeric26 unique values
0 missing
Eig12_EA.bo.numeric14 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATSC5vnumeric26 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
nArXnumeric2 unique values
0 missing
ATSC6enumeric26 unique values
0 missing
Eig12_EA.ri.numeric15 unique values
0 missing
nATnumeric14 unique values
0 missing
ATSC6inumeric26 unique values
0 missing
Eig13_AEA.bo.numeric13 unique values
0 missing
nBMnumeric8 unique values
0 missing
ATSC6mnumeric26 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATSC6pnumeric26 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
nBOnumeric11 unique values
0 missing
ATSC6snumeric26 unique values
0 missing
Eig13_AEA.ri.numeric19 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC6vnumeric26 unique values
0 missing
Eig13_EAnumeric17 unique values
0 missing
nBTnumeric14 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Eig13_EA.bo.numeric20 unique values
0 missing
nCnumeric8 unique values
0 missing
ATSC7inumeric26 unique values
0 missing
Eig13_EA.ed.numeric18 unique values
0 missing
nCarnumeric2 unique values
0 missing
ATSC7mnumeric26 unique values
0 missing
Eig13_EA.ri.numeric20 unique values
0 missing
nCb.numeric3 unique values
0 missing
ATSC7pnumeric26 unique values
0 missing
Eig14_AEA.bo.numeric12 unique values
0 missing
nCbHnumeric3 unique values
0 missing
ATSC7snumeric26 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATSC8enumeric24 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
nCIRnumeric2 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
nCONNnumeric2 unique values
0 missing
ATSC8mnumeric26 unique values
0 missing
Eig14_EA.bo.numeric17 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC8pnumeric26 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
nCrsnumeric4 unique values
0 missing
ATSC8snumeric26 unique values
0 missing
Eig14_EA.ri.numeric18 unique values
0 missing
nCsnumeric5 unique values
0 missing
ATSC8vnumeric26 unique values
0 missing
Eig15_AEA.bo.numeric14 unique values
0 missing
nCspnumeric2 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
nCsp2numeric4 unique values
0 missing
BBInumeric14 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
nCsp3numeric7 unique values
0 missing
BIC0numeric17 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
nDBnumeric5 unique values
0 missing
BIC1numeric23 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
NddsNnumeric2 unique values
0 missing
BIC2numeric23 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
NddssSnumeric2 unique values
0 missing
BIC3numeric21 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
NdOnumeric4 unique values
0 missing
BIC4numeric17 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
BIC5numeric17 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
NdsNnumeric2 unique values
0 missing
BIDnumeric12 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
NdssCnumeric3 unique values
0 missing
BLInumeric21 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
BLTA96numeric21 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
BLTD48numeric21 unique values
0 missing
Eta_betanumeric23 unique values
0 missing
nFnumeric2 unique values
0 missing
BLTF96numeric21 unique values
0 missing
Eta_beta_Anumeric24 unique values
0 missing
nHnumeric10 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
nHAccnumeric5 unique values
0 missing
C.numeric18 unique values
0 missing
Eta_betaP_Anumeric18 unique values
0 missing
nHDonnumeric3 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
nHetnumeric6 unique values
0 missing
C.002numeric4 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
nHMnumeric3 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_Cnumeric26 unique values
0 missing
nNnumeric4 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_C_Anumeric26 unique values
0 missing
nN.numeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_epsinumeric23 unique values
0 missing
NNRSnumeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_epsi_Anumeric21 unique values
0 missing
nOnumeric4 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_Fnumeric26 unique values
0 missing
nOHpnumeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_F_Anumeric26 unique values
0 missing
nOHsnumeric2 unique values
0 missing
C.024numeric3 unique values
0 missing
Eta_FLnumeric26 unique values
0 missing
nR05numeric2 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
nR06numeric2 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_Lnumeric26 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
nROHnumeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_sh_pnumeric22 unique values
0 missing
nRORnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_sh_xnumeric20 unique values
0 missing
NRSnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_sh_ynumeric22 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
NsBrnumeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
F.085numeric2 unique values
0 missing
NsCH3numeric3 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
GATS1enumeric23 unique values
0 missing
NsFnumeric2 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
GATS1inumeric23 unique values
0 missing
nSKnumeric11 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
GATS1mnumeric25 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS1pnumeric23 unique values
0 missing
nS..O.2numeric2 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS1snumeric23 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS1vnumeric23 unique values
0 missing
nSO3numeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS2enumeric24 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS2inumeric23 unique values
0 missing
NssCH2numeric6 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
NssNHnumeric3 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS2pnumeric24 unique values
0 missing
NssOnumeric2 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GATS2snumeric25 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS2vnumeric24 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS3enumeric26 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS3inumeric24 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS3mnumeric26 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS3pnumeric25 unique values
0 missing
nXnumeric2 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS3snumeric25 unique values
0 missing
O.numeric17 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
GATS3vnumeric22 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS4enumeric24 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS4inumeric22 unique values
0 missing
O.059numeric2 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS4mnumeric23 unique values
0 missing
O.060numeric2 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS4pnumeric26 unique values
0 missing
O.061numeric2 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS4snumeric26 unique values
0 missing
ON0numeric14 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS4vnumeric25 unique values
0 missing
ON0Vnumeric22 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
GATS5enumeric25 unique values
0 missing
ON1numeric18 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5inumeric24 unique values
0 missing
ON1Vnumeric25 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS5mnumeric23 unique values
0 missing
PCDnumeric20 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
PCRnumeric19 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS5snumeric26 unique values
0 missing
PDInumeric21 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS5vnumeric24 unique values
0 missing
PHInumeric24 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
GATS6enumeric26 unique values
0 missing
piIDnumeric20 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS6inumeric26 unique values
0 missing
piPC01numeric13 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6mnumeric25 unique values
0 missing
piPC02numeric19 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS6pnumeric25 unique values
0 missing
piPC03numeric19 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS6snumeric25 unique values
0 missing
piPC04numeric23 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS6vnumeric25 unique values
0 missing
piPC05numeric23 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS7enumeric26 unique values
0 missing
piPC06numeric21 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS7inumeric23 unique values
0 missing
piPC07numeric23 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GATS7mnumeric26 unique values
0 missing
piPC08numeric23 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS7pnumeric19 unique values
0 missing
piPC09numeric23 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS7snumeric25 unique values
0 missing
piPC10numeric23 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
PJI2numeric5 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
GATS8enumeric24 unique values
0 missing
Polnumeric14 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS8inumeric25 unique values
0 missing
Psi_e_0numeric26 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8mnumeric24 unique values
0 missing
Psi_e_1numeric26 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
GATS8pnumeric25 unique values
0 missing
Psi_e_Anumeric23 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GATS8snumeric25 unique values
0 missing
Psi_i_0numeric25 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
Psi_i_1numeric26 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GGI1numeric6 unique values
0 missing
Psi_i_Anumeric23 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GGI10numeric17 unique values
0 missing
Psi_i_snumeric22 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GGI2numeric8 unique values
0 missing
Psychotic.80numeric3 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GGI3numeric13 unique values
0 missing
P_VSA_e_1numeric10 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GGI4numeric13 unique values
0 missing
P_VSA_e_2numeric24 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI5numeric15 unique values
0 missing
P_VSA_e_3numeric10 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GGI6numeric16 unique values
0 missing
P_VSA_e_5numeric7 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GGI7numeric18 unique values
0 missing
P_VSA_e_6numeric3 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI8numeric16 unique values
0 missing
P_VSA_i_1numeric5 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI9numeric19 unique values
0 missing
P_VSA_i_2numeric23 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
GMTInumeric19 unique values
0 missing
P_VSA_i_3numeric18 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
P_VSA_i_4numeric11 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GNarnumeric15 unique values
0 missing
P_VSA_LogP_1numeric7 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
H.numeric20 unique values
0 missing
P_VSA_LogP_2numeric8 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
H.046numeric3 unique values
0 missing
P_VSA_LogP_3numeric12 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
H.047numeric9 unique values
0 missing
P_VSA_LogP_4numeric7 unique values
0 missing
CENTnumeric19 unique values
0 missing
H.048numeric2 unique values
0 missing
P_VSA_LogP_5numeric14 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
H.050numeric3 unique values
0 missing
P_VSA_LogP_6numeric4 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
H.051numeric2 unique values
0 missing
P_VSA_LogP_7numeric10 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
H.052numeric5 unique values
0 missing
P_VSA_LogP_8numeric3 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
P_VSA_m_1numeric10 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
HNarnumeric16 unique values
0 missing
P_VSA_m_2numeric25 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
HVcpxnumeric19 unique values
0 missing
P_VSA_m_3numeric9 unique values
0 missing
Chi0_EA.dm.numeric19 unique values
0 missing
Hynumeric21 unique values
0 missing
P_VSA_m_4numeric5 unique values
0 missing
Chi0_EA.ed.numeric19 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
Chi0_EA.ri.numeric24 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_MR_1numeric10 unique values
0 missing
Chi1_AEA.bo.numeric19 unique values
0 missing
IACnumeric22 unique values
0 missing
P_VSA_MR_2numeric10 unique values
0 missing
Chi1_AEA.dm.numeric19 unique values
0 missing
IC0numeric20 unique values
0 missing
P_VSA_MR_3numeric5 unique values
0 missing
Chi1_AEA.ed.numeric19 unique values
0 missing
IC1numeric24 unique values
0 missing
P_VSA_MR_5numeric14 unique values
0 missing
Chi1_AEA.ri.numeric19 unique values
0 missing
IC3numeric25 unique values
0 missing
P_VSA_MR_6numeric19 unique values
0 missing
Chi1_EAnumeric19 unique values
0 missing
IC4numeric22 unique values
0 missing
P_VSA_MR_7numeric8 unique values
0 missing
Chi1_EA.bo.numeric23 unique values
0 missing
IC5numeric22 unique values
0 missing
P_VSA_MR_8numeric2 unique values
0 missing
Chi1_EA.dm.numeric19 unique values
0 missing
ICRnumeric19 unique values
0 missing
P_VSA_p_1numeric12 unique values
0 missing
Chi1_EA.ed.numeric19 unique values
0 missing
IDDEnumeric16 unique values
0 missing
P_VSA_p_2numeric14 unique values
0 missing
Chi1_EA.ri.numeric23 unique values
0 missing
IDDMnumeric18 unique values
0 missing
P_VSA_p_3numeric24 unique values
0 missing
CIC0numeric22 unique values
0 missing
IDEnumeric19 unique values
0 missing
P_VSA_s_1numeric5 unique values
0 missing
CIC1numeric23 unique values
0 missing
IDETnumeric19 unique values
0 missing
P_VSA_s_2numeric10 unique values
0 missing
CIC2numeric24 unique values
0 missing
IDMnumeric19 unique values
0 missing
P_VSA_s_3numeric18 unique values
0 missing
CIC3numeric24 unique values
0 missing
IDMTnumeric19 unique values
0 missing
P_VSA_s_4numeric13 unique values
0 missing
CIC4numeric23 unique values
0 missing
Infective.50numeric2 unique values
0 missing
P_VSA_s_5numeric6 unique values
0 missing
CIC5numeric23 unique values
0 missing
Infective.80numeric2 unique values
0 missing
P_VSA_s_6numeric12 unique values
0 missing
CIDnumeric17 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
P_VSA_v_1numeric10 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ISIZnumeric14 unique values
0 missing
P_VSA_v_2numeric16 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDEnumeric16 unique values
0 missing
P_VSA_v_3numeric24 unique values
0 missing
CSInumeric19 unique values
0 missing
IVDMnumeric16 unique values
0 missing
PW2numeric14 unique values
0 missing
DBInumeric12 unique values
0 missing
JGI1numeric15 unique values
0 missing
PW3numeric16 unique values
0 missing
D.Dtr05numeric3 unique values
0 missing
JGI10numeric9 unique values
0 missing
PW4numeric14 unique values
0 missing
D.Dtr06numeric19 unique values
0 missing
JGI2numeric14 unique values
0 missing
PW5numeric10 unique values
0 missing
D.Dtr10numeric19 unique values
0 missing
JGI3numeric11 unique values
0 missing
Qindexnumeric6 unique values
0 missing
DECCnumeric18 unique values
0 missing
JGI4numeric11 unique values
0 missing
DELSnumeric26 unique values
0 missing
JGI5numeric8 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI6numeric8 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI7numeric10 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI8numeric8 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI9numeric9 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
JGTnumeric19 unique values
0 missing
Dznumeric22 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ECCnumeric18 unique values
0 missing
LLS_02numeric2 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
LOCnumeric16 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
LPRSnumeric19 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
MATS1enumeric23 unique values
0 missing
Eig01_AEA.ri.numeric15 unique values
0 missing
MATS1inumeric24 unique values
0 missing
Eig01_EAnumeric14 unique values
0 missing
MATS1mnumeric25 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
MATS1pnumeric21 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
MATS1snumeric20 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
MATS1vnumeric22 unique values
0 missing
Eig01_EA.ri.numeric12 unique values
0 missing
MATS2enumeric22 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
MATS2inumeric24 unique values
0 missing
Eig02_AEA.dm.numeric5 unique values
0 missing
MATS2mnumeric22 unique values
0 missing
Eig02_AEA.ed.numeric7 unique values
0 missing
MATS2pnumeric24 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
MATS2snumeric25 unique values
0 missing

107 properties

27
Number of instances (rows) of the dataset.
747
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.
746
Number of numeric attributes.
1
Number of nominal attributes.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
26679.15
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
-0.09
Second quartile (Median) of skewness among attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
27.67
Number of attributes divided by the number of instances.
Maximum mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
0
Percentage of binary attributes.
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
The maximum number of distinct values among attributes of the nominal type.
-5.2
Minimum skewness among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
5.2
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
0
Percentage of missing values.
4.08
Third quartile of kurtosis among attributes of the numeric type.
-0.12
Average class difference between consecutive instances.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
8850.33
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
99.87
Percentage of numeric attributes.
5.9
Third quartile of means among attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0.13
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
4.06
Mean kurtosis among attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
First quartile of entropy among attributes.
0.82
Third quartile of skewness among attributes of the numeric type.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
86.08
Mean of means among attributes of the numeric type.
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
-0.64
First quartile of kurtosis among attributes of the numeric type.
0.94
Third quartile of standard deviation of attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
Average mutual information between the nominal attributes and the target attribute.
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
0.43
First quartile of means among attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Standard deviation of the number of distinct values among attributes of the nominal type.
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
Average number of distinct values among the attributes of the nominal type.
-0.69
First quartile of skewness among attributes of the numeric type.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
0.29
Mean skewness among attributes of the numeric type.
0.12
First quartile of standard deviation of attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
Percentage of instances belonging to the most frequent class.
26.81
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of entropy among attributes.
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Entropy of the target attribute values.
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
0.65
Second quartile (Median) of kurtosis among attributes of the numeric type.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
Maximum entropy among attributes.
-2.16
Minimum kurtosis among attributes of the numeric type.
2.11
Second quartile (Median) of means among attributes of the numeric type.
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
27
Maximum kurtosis among attributes of the numeric type.
-3.59
Minimum of means among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

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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