Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122

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: CHEMBL1163122 (TID: 103451), and it has 27 rows and 693 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.

695 features

pXC50 (target)numeric25 unique values
0 missing
molecule_id (row identifier)nominal27 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
MATS3inumeric25 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig02_EA.dm.numeric11 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
MATS3pnumeric25 unique values
0 missing
AECCnumeric13 unique values
0 missing
Eig02_EA.ri.numeric22 unique values
0 missing
MATS3snumeric24 unique values
0 missing
ALOGPnumeric27 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
MATS3vnumeric25 unique values
0 missing
ALOGP2numeric27 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
MATS4enumeric27 unique values
0 missing
AMRnumeric27 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
MATS4inumeric22 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig03_AEA.ri.numeric24 unique values
0 missing
MATS4mnumeric26 unique values
0 missing
ARRnumeric11 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
MATS4pnumeric25 unique values
0 missing
ATS1enumeric23 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
MATS4snumeric25 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig03_EA.dm.numeric13 unique values
0 missing
MATS4vnumeric24 unique values
0 missing
ATS1mnumeric23 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
MATS5enumeric27 unique values
0 missing
ATS1pnumeric20 unique values
0 missing
Eig03_EA.ri.numeric25 unique values
0 missing
MATS5inumeric24 unique values
0 missing
ATS1snumeric25 unique values
0 missing
Eig04_AEA.bo.numeric16 unique values
0 missing
MATS5mnumeric26 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
ATS2enumeric26 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
MATS5snumeric24 unique values
0 missing
ATS2inumeric26 unique values
0 missing
Eig04_AEA.ri.numeric25 unique values
0 missing
MATS5vnumeric26 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
MATS6enumeric25 unique values
0 missing
ATS2pnumeric26 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
MATS6inumeric21 unique values
0 missing
ATS2snumeric26 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
MATS6mnumeric25 unique values
0 missing
ATS2vnumeric26 unique values
0 missing
Eig04_EA.ed.numeric15 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
ATS3enumeric25 unique values
0 missing
Eig04_EA.ri.numeric26 unique values
0 missing
MATS6snumeric24 unique values
0 missing
ATS3inumeric27 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
MATS6vnumeric25 unique values
0 missing
ATS3mnumeric22 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
MATS7enumeric25 unique values
0 missing
ATS3pnumeric24 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
MATS7inumeric24 unique values
0 missing
ATS3snumeric26 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
MATS7mnumeric24 unique values
0 missing
ATS3vnumeric26 unique values
0 missing
Eig05_EAnumeric13 unique values
0 missing
MATS7pnumeric24 unique values
0 missing
ATS4enumeric27 unique values
0 missing
Eig05_EA.bo.numeric14 unique values
0 missing
MATS7snumeric25 unique values
0 missing
ATS4inumeric27 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
MATS7vnumeric26 unique values
0 missing
ATS4mnumeric22 unique values
0 missing
Eig05_EA.ed.numeric15 unique values
0 missing
MATS8enumeric26 unique values
0 missing
ATS4pnumeric25 unique values
0 missing
Eig05_EA.ri.numeric27 unique values
0 missing
MATS8inumeric26 unique values
0 missing
ATS4snumeric27 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
MATS8mnumeric26 unique values
0 missing
ATS4vnumeric26 unique values
0 missing
Eig06_AEA.dm.numeric18 unique values
0 missing
MATS8pnumeric26 unique values
0 missing
ATS5enumeric26 unique values
0 missing
Eig06_AEA.ed.numeric14 unique values
0 missing
MATS8snumeric26 unique values
0 missing
ATS5inumeric25 unique values
0 missing
Eig06_AEA.ri.numeric23 unique values
0 missing
MATS8vnumeric25 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
Eig06_EAnumeric13 unique values
0 missing
MAXDNnumeric26 unique values
0 missing
ATS5pnumeric25 unique values
0 missing
Eig06_EA.bo.numeric8 unique values
0 missing
MAXDPnumeric23 unique values
0 missing
ATS5snumeric26 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
MCDnumeric9 unique values
0 missing
ATS5vnumeric26 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
MDDDnumeric15 unique values
0 missing
ATS6enumeric27 unique values
0 missing
Eig06_EA.ri.numeric22 unique values
0 missing
Menumeric12 unique values
0 missing
ATS6inumeric27 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
Minumeric17 unique values
0 missing
ATS6mnumeric25 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
MLOGPnumeric22 unique values
0 missing
ATS6pnumeric26 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
MLOGP2numeric22 unique values
0 missing
ATS6snumeric26 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
Mpnumeric19 unique values
0 missing
ATS6vnumeric27 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
MPC01numeric8 unique values
0 missing
ATS7enumeric27 unique values
0 missing
Eig07_EA.bo.numeric14 unique values
0 missing
MPC02numeric10 unique values
0 missing
ATS7inumeric26 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MPC03numeric12 unique values
0 missing
ATS7mnumeric23 unique values
0 missing
Eig07_EA.ed.numeric15 unique values
0 missing
MPC04numeric11 unique values
0 missing
ATS7pnumeric25 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
MPC05numeric11 unique values
0 missing
ATS7snumeric24 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
MPC06numeric11 unique values
0 missing
ATS7vnumeric23 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
MPC07numeric11 unique values
0 missing
ATS8enumeric25 unique values
0 missing
Eig08_AEA.ed.numeric11 unique values
0 missing
MPC08numeric11 unique values
0 missing
ATS8inumeric26 unique values
0 missing
Eig08_AEA.ri.numeric14 unique values
0 missing
MPC09numeric13 unique values
0 missing
ATS8mnumeric27 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
MPC10numeric12 unique values
0 missing
ATS8pnumeric25 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
MSDnumeric14 unique values
0 missing
ATS8snumeric23 unique values
0 missing
Eig08_EA.ed.numeric14 unique values
0 missing
Mvnumeric21 unique values
0 missing
ATS8vnumeric26 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
MWnumeric22 unique values
0 missing
ATSC1enumeric20 unique values
0 missing
Eig09_AEA.bo.numeric13 unique values
0 missing
MWC01numeric8 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
MWC02numeric10 unique values
0 missing
ATSC1mnumeric25 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
MWC03numeric13 unique values
0 missing
ATSC1pnumeric25 unique values
0 missing
Eig09_AEA.ri.numeric20 unique values
0 missing
MWC04numeric15 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
Eig09_EAnumeric12 unique values
0 missing
MWC05numeric15 unique values
0 missing
ATSC1vnumeric25 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
MWC06numeric15 unique values
0 missing
ATSC2enumeric26 unique values
0 missing
Eig09_EA.ed.numeric15 unique values
0 missing
MWC07numeric15 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
MWC08numeric15 unique values
0 missing
ATSC2mnumeric27 unique values
0 missing
Eig10_AEA.bo.numeric11 unique values
0 missing
MWC09numeric14 unique values
0 missing
ATSC2pnumeric27 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
MWC10numeric15 unique values
0 missing
ATSC2snumeric27 unique values
0 missing
Eig10_AEA.ed.numeric14 unique values
0 missing
N.numeric15 unique values
0 missing
ATSC2vnumeric27 unique values
0 missing
Eig10_AEA.ri.numeric26 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
Eig10_EAnumeric14 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC3inumeric26 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
N.072numeric4 unique values
0 missing
ATSC3mnumeric27 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
N.073numeric3 unique values
0 missing
ATSC3pnumeric27 unique values
0 missing
Eig10_EA.ri.numeric24 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC3snumeric27 unique values
0 missing
Eig11_AEA.bo.numeric8 unique values
0 missing
N.075numeric5 unique values
0 missing
ATSC3vnumeric26 unique values
0 missing
Eig11_AEA.dm.numeric16 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
ATSC4enumeric27 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
NaaNnumeric5 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC4mnumeric27 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC4pnumeric27 unique values
0 missing
Eig11_EA.bo.numeric10 unique values
0 missing
NaaSnumeric3 unique values
0 missing
ATSC4snumeric27 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATSC4vnumeric27 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC5enumeric27 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
nABnumeric4 unique values
0 missing
ATSC5inumeric26 unique values
0 missing
Eig12_AEA.dm.numeric9 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC5mnumeric27 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC5pnumeric27 unique values
0 missing
Eig12_AEA.ri.numeric13 unique values
0 missing
nArXnumeric2 unique values
0 missing
ATSC5snumeric27 unique values
0 missing
Eig12_EAnumeric6 unique values
0 missing
nATnumeric13 unique values
0 missing
ATSC5vnumeric27 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
nBMnumeric8 unique values
0 missing
ATSC6enumeric26 unique values
0 missing
Eig12_EA.ed.numeric11 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
nBOnumeric8 unique values
0 missing
ATSC6mnumeric27 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
nBTnumeric12 unique values
0 missing
ATSC6pnumeric27 unique values
0 missing
Eig13_AEA.dm.numeric13 unique values
0 missing
nCnumeric7 unique values
0 missing
ATSC6snumeric27 unique values
0 missing
Eig13_AEA.ed.numeric8 unique values
0 missing
nCarnumeric7 unique values
0 missing
ATSC6vnumeric27 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
nCb.numeric3 unique values
0 missing
ATSC7enumeric26 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
nCbHnumeric3 unique values
0 missing
ATSC7inumeric27 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATSC7mnumeric27 unique values
0 missing
Eig13_EA.ed.numeric6 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC7pnumeric27 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATSC7snumeric27 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATSC7vnumeric27 unique values
0 missing
Eig14_AEA.dm.numeric8 unique values
0 missing
nCONNnumeric2 unique values
0 missing
ATSC8enumeric27 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
nCpnumeric5 unique values
0 missing
ATSC8inumeric27 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
nCrsnumeric2 unique values
0 missing
ATSC8mnumeric27 unique values
0 missing
Eig14_EAnumeric5 unique values
0 missing
nCrtnumeric2 unique values
0 missing
ATSC8pnumeric27 unique values
0 missing
Eig14_EA.bo.numeric7 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC8snumeric27 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
nCsnumeric4 unique values
0 missing
ATSC8vnumeric27 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
nCsp2numeric7 unique values
0 missing
BACnumeric8 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
nCsp3numeric7 unique values
0 missing
BBInumeric10 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
nCtnumeric3 unique values
0 missing
BIC0numeric18 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
nDBnumeric6 unique values
0 missing
BIC1numeric26 unique values
0 missing
Eig15_AEA.ri.numeric24 unique values
0 missing
NddssSnumeric2 unique values
0 missing
BIC2numeric18 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
NdOnumeric5 unique values
0 missing
BIC3numeric15 unique values
0 missing
Eig15_EA.bo.numeric14 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
BIC4numeric12 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
NdsNnumeric2 unique values
0 missing
BIC5numeric12 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
NdssCnumeric4 unique values
0 missing
BIDnumeric9 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
nFnumeric2 unique values
0 missing
BLInumeric24 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
nHnumeric11 unique values
0 missing
BLTA96numeric21 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
nHAccnumeric6 unique values
0 missing
BLTD48numeric21 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
nHDonnumeric2 unique values
0 missing
BLTF96numeric21 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
nHetnumeric7 unique values
0 missing
C.numeric17 unique values
0 missing
Eta_beta_Anumeric24 unique values
0 missing
nHMnumeric4 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
C.002numeric4 unique values
0 missing
Eta_betaP_Anumeric15 unique values
0 missing
nNnumeric6 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_betaSnumeric17 unique values
0 missing
nN.C.N.numeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_betaS_Anumeric17 unique values
0 missing
nN.CO.2numeric2 unique values
0 missing
C.006numeric5 unique values
0 missing
Eta_Cnumeric27 unique values
0 missing
NNRSnumeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
nOnumeric5 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
nOHpnumeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
nOxazolesnumeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_Fnumeric27 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_F_Anumeric26 unique values
0 missing
nR05numeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_FLnumeric26 unique values
0 missing
nR06numeric3 unique values
0 missing
C.024numeric5 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
nR09numeric2 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_Lnumeric26 unique values
0 missing
nRCOnumeric2 unique values
0 missing
C.026numeric2 unique values
0 missing
Eta_L_Anumeric20 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_sh_pnumeric19 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
C.030numeric2 unique values
0 missing
Eta_sh_ynumeric18 unique values
0 missing
nRNR2numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
nROCONnumeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS1enumeric21 unique values
0 missing
nROHnumeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS1inumeric25 unique values
0 missing
nRORnumeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
NRSnumeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
GATS1pnumeric24 unique values
0 missing
nRSRnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
GATS1snumeric23 unique values
0 missing
nSnumeric3 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
NsCH3numeric4 unique values
0 missing
C.041numeric3 unique values
0 missing
GATS2enumeric25 unique values
0 missing
NsClnumeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS2inumeric25 unique values
0 missing
NsFnumeric2 unique values
0 missing
C.043numeric3 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
nSKnumeric8 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS2pnumeric26 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS2snumeric23 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS2vnumeric25 unique values
0 missing
NssCH2numeric7 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS3enumeric25 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
GATS3inumeric27 unique values
0 missing
NssOnumeric3 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
GATS3mnumeric24 unique values
0 missing
NssSnumeric2 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
GATS3pnumeric25 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS3snumeric26 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS3vnumeric22 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GATS4enumeric24 unique values
0 missing
nThiazolesnumeric2 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS4inumeric24 unique values
0 missing
nThiophenesnumeric3 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS4mnumeric25 unique values
0 missing
nXnumeric3 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS4pnumeric26 unique values
0 missing
O.numeric16 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS4snumeric26 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS4vnumeric26 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS5enumeric27 unique values
0 missing
O.058numeric5 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS5inumeric25 unique values
0 missing
O.059numeric2 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS5mnumeric26 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS5pnumeric27 unique values
0 missing
ON0numeric10 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS5snumeric24 unique values
0 missing
ON0Vnumeric21 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GATS5vnumeric26 unique values
0 missing
ON1numeric13 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS6enumeric27 unique values
0 missing
ON1Vnumeric23 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS6inumeric24 unique values
0 missing
PCDnumeric16 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS6mnumeric26 unique values
0 missing
PCRnumeric14 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
GATS6pnumeric26 unique values
0 missing
PDInumeric20 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS6snumeric26 unique values
0 missing
PHInumeric22 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS6vnumeric23 unique values
0 missing
piIDnumeric14 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS7enumeric27 unique values
0 missing
piPC01numeric14 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GATS7inumeric27 unique values
0 missing
piPC02numeric16 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS7mnumeric25 unique values
0 missing
piPC03numeric16 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS7pnumeric26 unique values
0 missing
piPC04numeric16 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS7snumeric27 unique values
0 missing
piPC05numeric15 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7vnumeric23 unique values
0 missing
piPC06numeric16 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS8enumeric27 unique values
0 missing
piPC07numeric16 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GATS8inumeric27 unique values
0 missing
piPC08numeric16 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS8mnumeric26 unique values
0 missing
piPC09numeric16 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS8pnumeric25 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
GATS8snumeric26 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GGI10numeric14 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GGI2numeric8 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI3numeric14 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
GGI4numeric15 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GGI5numeric13 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI6numeric14 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GGI7numeric15 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI8numeric15 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GGI9numeric13 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
GMTInumeric15 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
CENTnumeric15 unique values
0 missing
GNarnumeric10 unique values
0 missing
Chi0_AEA.bo.numeric14 unique values
0 missing
H.numeric18 unique values
0 missing
Chi0_AEA.dm.numeric14 unique values
0 missing
H.046numeric4 unique values
0 missing
Chi0_AEA.ed.numeric14 unique values
0 missing
H.047numeric11 unique values
0 missing
Chi0_AEA.ri.numeric14 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi0_EAnumeric14 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
H.050numeric2 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
H.051numeric5 unique values
0 missing
Chi0_EA.ed.numeric15 unique values
0 missing
H.052numeric4 unique values
0 missing
Chi0_EA.ri.numeric26 unique values
0 missing
HDcpxnumeric10 unique values
0 missing
Chi1_AEA.bo.numeric15 unique values
0 missing
HNarnumeric10 unique values
0 missing
Chi1_AEA.dm.numeric15 unique values
0 missing
HVcpxnumeric14 unique values
0 missing
Chi1_AEA.ed.numeric15 unique values
0 missing
Hynumeric13 unique values
0 missing
Chi1_AEA.ri.numeric15 unique values
0 missing
IACnumeric22 unique values
0 missing
Chi1_EAnumeric15 unique values
0 missing
IC0numeric22 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
IC1numeric26 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
IC2numeric23 unique values
0 missing
Chi1_EA.ed.numeric15 unique values
0 missing
IC3numeric19 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
IC4numeric19 unique values
0 missing
CIC0numeric22 unique values
0 missing
IC5numeric19 unique values
0 missing
CIC1numeric26 unique values
0 missing
ICRnumeric12 unique values
0 missing
CIC2numeric23 unique values
0 missing
IDDEnumeric11 unique values
0 missing
CIC3numeric18 unique values
0 missing
IDDMnumeric12 unique values
0 missing
CIC4numeric17 unique values
0 missing
IDEnumeric13 unique values
0 missing
CIC5numeric17 unique values
0 missing
IDETnumeric15 unique values
0 missing
CIDnumeric12 unique values
0 missing
IDMnumeric14 unique values
0 missing
Cl.090numeric2 unique values
0 missing
IDMTnumeric15 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CSInumeric15 unique values
0 missing
ISIZnumeric13 unique values
0 missing
DBInumeric10 unique values
0 missing
IVDEnumeric10 unique values
0 missing
D.Dtr05numeric15 unique values
0 missing
IVDMnumeric10 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
JGI1numeric10 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
JGI10numeric5 unique values
0 missing
DECCnumeric13 unique values
0 missing
JGI2numeric12 unique values
0 missing
DELSnumeric27 unique values
0 missing
JGI3numeric9 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI4numeric8 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI5numeric8 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI6numeric7 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGI7numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI8numeric4 unique values
0 missing
DLS_06numeric4 unique values
0 missing
JGI9numeric4 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGTnumeric15 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
LLS_01numeric2 unique values
0 missing
Dznumeric17 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ECCnumeric13 unique values
0 missing
LOCnumeric9 unique values
0 missing
Eig01_AEA.bo.numeric3 unique values
0 missing
LPRSnumeric15 unique values
0 missing
Eig01_AEA.dm.numeric3 unique values
0 missing
MATS1enumeric24 unique values
0 missing
Eig01_AEA.ed.numeric4 unique values
0 missing
MATS1inumeric21 unique values
0 missing
Eig01_AEA.ri.numeric5 unique values
0 missing
MATS1mnumeric20 unique values
0 missing
Eig01_EAnumeric4 unique values
0 missing
MATS1pnumeric21 unique values
0 missing
Eig01_EA.bo.numeric3 unique values
0 missing
MATS1snumeric21 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
MATS1vnumeric16 unique values
0 missing
Eig01_EA.ed.numeric4 unique values
0 missing
MATS2enumeric24 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
MATS2inumeric24 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
MATS2mnumeric26 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
MATS2pnumeric25 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
MATS2snumeric25 unique values
0 missing
Eig02_AEA.ri.numeric20 unique values
0 missing
MATS2vnumeric25 unique values
0 missing
Eig02_EAnumeric14 unique values
0 missing
MATS3enumeric23 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
27
Number of instances (rows) of the dataset.
NumberOfFeatures
695
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
694
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.48
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
5.71
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
150.02
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.27
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.08
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.29
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.66
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
25.74
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.88
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.9
Second quartile (Median) of means 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.
MeanStdDevOfNumericAtts
27.87
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.78
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.11
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.19
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
27
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.07
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
44848.74
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
7.38
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.16
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.2
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.2
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.8
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9981.61
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.59
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.63
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122
0 runs - estimation_procedure: 50 times Clustering
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