Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108

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: CHEMBL1075108 (TID: 103158), and it has 53 rows and 753 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.

755 features

pXC50 (target)numeric31 unique values
0 missing
molecule_id (row identifier)nominal53 unique values
0 missing
Eig03_AEA.bo.numeric20 unique values
0 missing
MATS3snumeric40 unique values
0 missing
GGI7numeric30 unique values
0 missing
Eig03_AEA.dm.numeric35 unique values
0 missing
MATS3vnumeric36 unique values
0 missing
GMTIVnumeric50 unique values
0 missing
Eig03_AEA.ed.numeric31 unique values
0 missing
MATS4enumeric38 unique values
0 missing
MATS8snumeric46 unique values
0 missing
Eig03_AEA.ri.numeric22 unique values
0 missing
MATS4inumeric42 unique values
0 missing
Eig08_AEA.dm.numeric36 unique values
0 missing
Eig03_EAnumeric19 unique values
0 missing
MATS4mnumeric42 unique values
0 missing
GATS8snumeric47 unique values
0 missing
Eig03_EA.bo.numeric25 unique values
0 missing
MATS4pnumeric40 unique values
0 missing
P_VSA_p_3numeric34 unique values
0 missing
Eig03_EA.dm.numeric16 unique values
0 missing
MATS4snumeric34 unique values
0 missing
P_VSA_v_3numeric34 unique values
0 missing
Eig03_EA.ed.numeric29 unique values
0 missing
MATS4vnumeric35 unique values
0 missing
MATS8enumeric46 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
MATS5enumeric38 unique values
0 missing
GATS1inumeric31 unique values
0 missing
Eig04_AEA.bo.numeric39 unique values
0 missing
MATS5inumeric40 unique values
0 missing
AACnumeric30 unique values
0 missing
Eig04_AEA.dm.numeric40 unique values
0 missing
MATS5mnumeric42 unique values
0 missing
AECCnumeric33 unique values
0 missing
Eig04_AEA.ed.numeric31 unique values
0 missing
MATS5pnumeric41 unique values
0 missing
ALOGPnumeric39 unique values
0 missing
Eig04_AEA.ri.numeric41 unique values
0 missing
MATS5snumeric46 unique values
0 missing
ALOGP2numeric39 unique values
0 missing
Eig04_EAnumeric35 unique values
0 missing
MATS5vnumeric40 unique values
0 missing
AMRnumeric39 unique values
0 missing
Eig04_EA.bo.numeric39 unique values
0 missing
MATS6enumeric46 unique values
0 missing
AMWnumeric32 unique values
0 missing
Eig04_EA.dm.numeric12 unique values
0 missing
MATS6inumeric45 unique values
0 missing
ARRnumeric17 unique values
0 missing
Eig04_EA.ed.numeric34 unique values
0 missing
MATS6mnumeric44 unique values
0 missing
ATS1enumeric30 unique values
0 missing
Eig04_EA.ri.numeric41 unique values
0 missing
MATS6pnumeric45 unique values
0 missing
ATS1inumeric31 unique values
0 missing
Eig05_AEA.bo.numeric42 unique values
0 missing
MATS6snumeric41 unique values
0 missing
ATS1mnumeric31 unique values
0 missing
Eig05_AEA.dm.numeric47 unique values
0 missing
MATS6vnumeric49 unique values
0 missing
ATS1pnumeric31 unique values
0 missing
Eig05_AEA.ed.numeric34 unique values
0 missing
MATS7enumeric46 unique values
0 missing
ATS1snumeric36 unique values
0 missing
Eig05_AEA.ri.numeric47 unique values
0 missing
MATS7inumeric42 unique values
0 missing
ATS1vnumeric30 unique values
0 missing
Eig05_EAnumeric35 unique values
0 missing
MATS7mnumeric46 unique values
0 missing
ATS2enumeric33 unique values
0 missing
Eig05_EA.bo.numeric38 unique values
0 missing
MATS7pnumeric43 unique values
0 missing
ATS2inumeric33 unique values
0 missing
Eig05_EA.dm.numeric8 unique values
0 missing
MATS7snumeric43 unique values
0 missing
ATS2mnumeric35 unique values
0 missing
Eig05_EA.ed.numeric36 unique values
0 missing
MATS7vnumeric42 unique values
0 missing
ATS2pnumeric35 unique values
0 missing
Eig05_EA.ri.numeric49 unique values
0 missing
MATS8inumeric41 unique values
0 missing
ATS2snumeric40 unique values
0 missing
Eig06_AEA.bo.numeric36 unique values
0 missing
MATS8mnumeric47 unique values
0 missing
ATS2vnumeric34 unique values
0 missing
Eig06_AEA.dm.numeric44 unique values
0 missing
MATS8pnumeric45 unique values
0 missing
ATS3enumeric38 unique values
0 missing
Eig06_AEA.ed.numeric34 unique values
0 missing
MATS8vnumeric42 unique values
0 missing
ATS3inumeric38 unique values
0 missing
Eig06_AEA.ri.numeric44 unique values
0 missing
MAXDNnumeric48 unique values
0 missing
ATS3mnumeric38 unique values
0 missing
Eig06_EAnumeric33 unique values
0 missing
MAXDPnumeric42 unique values
0 missing
ATS3pnumeric40 unique values
0 missing
Eig06_EA.bo.numeric34 unique values
0 missing
MCDnumeric18 unique values
0 missing
ATS3snumeric43 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MDDDnumeric35 unique values
0 missing
ATS3vnumeric38 unique values
0 missing
Eig06_EA.ed.numeric36 unique values
0 missing
Menumeric16 unique values
0 missing
ATS4enumeric39 unique values
0 missing
Eig06_EA.ri.numeric43 unique values
0 missing
Minumeric19 unique values
0 missing
ATS4inumeric40 unique values
0 missing
Eig07_AEA.bo.numeric28 unique values
0 missing
MLOGPnumeric32 unique values
0 missing
ATS4mnumeric45 unique values
0 missing
Eig07_AEA.dm.numeric40 unique values
0 missing
MLOGP2numeric32 unique values
0 missing
ATS4pnumeric40 unique values
0 missing
Eig07_AEA.ed.numeric34 unique values
0 missing
Mpnumeric26 unique values
0 missing
ATS4snumeric45 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATS4vnumeric45 unique values
0 missing
Eig07_EAnumeric21 unique values
0 missing
MPC02numeric15 unique values
0 missing
ATS5enumeric44 unique values
0 missing
Eig07_EA.bo.numeric34 unique values
0 missing
MPC03numeric19 unique values
0 missing
ATS5inumeric42 unique values
0 missing
Eig07_EA.ed.numeric28 unique values
0 missing
MPC04numeric21 unique values
0 missing
ATS5mnumeric46 unique values
0 missing
Eig07_EA.ri.numeric26 unique values
0 missing
MPC05numeric23 unique values
0 missing
ATS5pnumeric45 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
MPC06numeric28 unique values
0 missing
ATS5snumeric48 unique values
0 missing
Eig08_AEA.ed.numeric25 unique values
0 missing
MPC07numeric29 unique values
0 missing
ATS5vnumeric45 unique values
0 missing
Eig08_AEA.ri.numeric36 unique values
0 missing
MPC08numeric25 unique values
0 missing
ATS6enumeric45 unique values
0 missing
Eig08_EAnumeric28 unique values
0 missing
MPC09numeric30 unique values
0 missing
ATS6inumeric43 unique values
0 missing
Eig08_EA.bo.numeric23 unique values
0 missing
MPC10numeric30 unique values
0 missing
ATS6mnumeric50 unique values
0 missing
Eig08_EA.ed.numeric33 unique values
0 missing
MSDnumeric35 unique values
0 missing
ATS6pnumeric48 unique values
0 missing
Eig08_EA.ri.numeric39 unique values
0 missing
Mvnumeric28 unique values
0 missing
ATS6snumeric50 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
MWnumeric32 unique values
0 missing
ATS6vnumeric44 unique values
0 missing
Eig09_AEA.dm.numeric28 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATS7enumeric48 unique values
0 missing
Eig09_AEA.ed.numeric30 unique values
0 missing
MWC02numeric18 unique values
0 missing
ATS7inumeric48 unique values
0 missing
Eig09_AEA.ri.numeric23 unique values
0 missing
MWC03numeric23 unique values
0 missing
ATS7mnumeric45 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
MWC04numeric33 unique values
0 missing
ATS7pnumeric46 unique values
0 missing
Eig09_EA.bo.numeric19 unique values
0 missing
MWC05numeric31 unique values
0 missing
ATS7snumeric50 unique values
0 missing
Eig09_EA.ed.numeric25 unique values
0 missing
MWC06numeric32 unique values
0 missing
ATS7vnumeric47 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
MWC07numeric33 unique values
0 missing
ATS8enumeric48 unique values
0 missing
Eig10_AEA.bo.numeric23 unique values
0 missing
MWC08numeric34 unique values
0 missing
ATS8inumeric47 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
MWC09numeric35 unique values
0 missing
ATS8mnumeric51 unique values
0 missing
Eig10_AEA.ed.numeric24 unique values
0 missing
MWC10numeric35 unique values
0 missing
ATS8pnumeric49 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
N.numeric14 unique values
0 missing
ATS8snumeric51 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
N.067numeric2 unique values
0 missing
ATS8vnumeric49 unique values
0 missing
Eig10_EA.bo.numeric27 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC1enumeric27 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC1inumeric29 unique values
0 missing
Eig10_EA.ri.numeric15 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC1mnumeric32 unique values
0 missing
Eig11_AEA.bo.numeric29 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC1pnumeric31 unique values
0 missing
Eig11_AEA.dm.numeric17 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC1snumeric39 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATSC1vnumeric32 unique values
0 missing
Eig11_AEA.ri.numeric18 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC2enumeric32 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATSC2inumeric33 unique values
0 missing
Eig11_EA.bo.numeric30 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATSC2mnumeric36 unique values
0 missing
Eig11_EA.ed.numeric13 unique values
0 missing
nABnumeric5 unique values
0 missing
ATSC2pnumeric35 unique values
0 missing
Eig11_EA.ri.numeric18 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC2snumeric45 unique values
0 missing
Eig12_AEA.bo.numeric23 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATSC2vnumeric36 unique values
0 missing
Eig12_AEA.dm.numeric14 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATSC3enumeric37 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATSC3inumeric42 unique values
0 missing
Eig12_AEA.ri.numeric33 unique values
0 missing
nATnumeric15 unique values
0 missing
ATSC3mnumeric42 unique values
0 missing
Eig12_EAnumeric22 unique values
0 missing
nBMnumeric7 unique values
0 missing
ATSC3pnumeric42 unique values
0 missing
Eig12_EA.bo.numeric26 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC3snumeric46 unique values
0 missing
Eig12_EA.ed.numeric27 unique values
0 missing
nBOnumeric12 unique values
0 missing
ATSC3vnumeric41 unique values
0 missing
Eig12_EA.ri.numeric31 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC4enumeric44 unique values
0 missing
Eig13_AEA.bo.numeric27 unique values
0 missing
nBTnumeric15 unique values
0 missing
ATSC4inumeric45 unique values
0 missing
Eig13_AEA.dm.numeric23 unique values
0 missing
nCnumeric10 unique values
0 missing
ATSC4mnumeric46 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
nCarnumeric6 unique values
0 missing
ATSC4pnumeric46 unique values
0 missing
Eig13_AEA.ri.numeric36 unique values
0 missing
nCb.numeric4 unique values
0 missing
ATSC4snumeric46 unique values
0 missing
Eig13_EAnumeric25 unique values
0 missing
nCbHnumeric6 unique values
0 missing
ATSC4vnumeric43 unique values
0 missing
Eig13_EA.bo.numeric31 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATSC5enumeric44 unique values
0 missing
Eig13_EA.ed.numeric32 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC5inumeric45 unique values
0 missing
Eig13_EA.ri.numeric35 unique values
0 missing
nCIRnumeric4 unique values
0 missing
ATSC5mnumeric47 unique values
0 missing
Eig14_AEA.bo.numeric33 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATSC5pnumeric47 unique values
0 missing
Eig14_AEA.dm.numeric31 unique values
0 missing
nCONNnumeric2 unique values
0 missing
ATSC5snumeric51 unique values
0 missing
Eig14_AEA.ed.numeric32 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC5vnumeric47 unique values
0 missing
Eig14_AEA.ri.numeric37 unique values
0 missing
nCrsnumeric7 unique values
0 missing
ATSC6enumeric44 unique values
0 missing
Eig14_EAnumeric29 unique values
0 missing
nCrtnumeric3 unique values
0 missing
ATSC6inumeric48 unique values
0 missing
Eig14_EA.bo.numeric35 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC6mnumeric51 unique values
0 missing
Eig14_EA.ed.numeric32 unique values
0 missing
nCsnumeric7 unique values
0 missing
ATSC6pnumeric51 unique values
0 missing
Eig14_EA.ri.numeric38 unique values
0 missing
nCspnumeric2 unique values
0 missing
ATSC6snumeric51 unique values
0 missing
Eig15_AEA.bo.numeric26 unique values
0 missing
nCsp2numeric6 unique values
0 missing
ATSC6vnumeric51 unique values
0 missing
Eig15_AEA.dm.numeric38 unique values
0 missing
nCsp3numeric6 unique values
0 missing
ATSC7enumeric48 unique values
0 missing
Eig15_AEA.ed.numeric28 unique values
0 missing
nCtnumeric3 unique values
0 missing
ATSC7inumeric49 unique values
0 missing
Eig15_AEA.ri.numeric31 unique values
0 missing
nDBnumeric4 unique values
0 missing
ATSC7mnumeric49 unique values
0 missing
Eig15_EAnumeric33 unique values
0 missing
NddssSnumeric2 unique values
0 missing
ATSC7pnumeric49 unique values
0 missing
Eig15_EA.bo.numeric41 unique values
0 missing
NdOnumeric4 unique values
0 missing
ATSC7snumeric51 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
ATSC7vnumeric49 unique values
0 missing
Eig15_EA.ed.numeric28 unique values
0 missing
NdsNnumeric2 unique values
0 missing
ATSC8enumeric46 unique values
0 missing
Eig15_EA.ri.numeric40 unique values
0 missing
NdssCnumeric3 unique values
0 missing
ATSC8inumeric47 unique values
0 missing
Eta_alphanumeric27 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC8mnumeric51 unique values
0 missing
Eta_alpha_Anumeric21 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC8pnumeric51 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
nFnumeric5 unique values
0 missing
ATSC8snumeric51 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
nHnumeric10 unique values
0 missing
ATSC8vnumeric51 unique values
0 missing
Eta_betanumeric22 unique values
0 missing
nHAccnumeric6 unique values
0 missing
BACnumeric14 unique values
0 missing
Eta_beta_Anumeric25 unique values
0 missing
nHDonnumeric2 unique values
0 missing
BBInumeric15 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
nHetnumeric6 unique values
0 missing
BIC0numeric23 unique values
0 missing
Eta_betaP_Anumeric20 unique values
0 missing
nHMnumeric2 unique values
0 missing
BIC1numeric32 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
nNnumeric2 unique values
0 missing
BIC2numeric37 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
NNRSnumeric2 unique values
0 missing
BIC3numeric30 unique values
0 missing
Eta_Cnumeric51 unique values
0 missing
nOnumeric4 unique values
0 missing
BIC4numeric30 unique values
0 missing
Eta_C_Anumeric41 unique values
0 missing
nOxazolesnumeric2 unique values
0 missing
BIC5numeric24 unique values
0 missing
Eta_epsinumeric32 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eta_epsi_Anumeric28 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
BLInumeric31 unique values
0 missing
Eta_Fnumeric51 unique values
0 missing
nR03numeric2 unique values
0 missing
BLTA96numeric28 unique values
0 missing
Eta_F_Anumeric47 unique values
0 missing
nR05numeric3 unique values
0 missing
BLTD48numeric30 unique values
0 missing
Eta_FLnumeric39 unique values
0 missing
nR06numeric4 unique values
0 missing
BLTF96numeric29 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
nR09numeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_Lnumeric40 unique values
0 missing
nR10numeric2 unique values
0 missing
C.numeric21 unique values
0 missing
Eta_L_Anumeric27 unique values
0 missing
nRCOnumeric2 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_sh_pnumeric26 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
C.002numeric7 unique values
0 missing
Eta_sh_xnumeric17 unique values
0 missing
nRCONR2numeric3 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_sh_ynumeric28 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
F.084numeric3 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS1enumeric31 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS1mnumeric30 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS1pnumeric30 unique values
0 missing
nRNR2numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS1snumeric31 unique values
0 missing
nROCONnumeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS1vnumeric29 unique values
0 missing
nROHnumeric2 unique values
0 missing
C.024numeric8 unique values
0 missing
GATS2enumeric33 unique values
0 missing
nRORnumeric2 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS2inumeric34 unique values
0 missing
NRSnumeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS2mnumeric36 unique values
0 missing
nSnumeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS2pnumeric34 unique values
0 missing
NsBrnumeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS2snumeric39 unique values
0 missing
NsCH3numeric3 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS2vnumeric33 unique values
0 missing
NsClnumeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
GATS3enumeric41 unique values
0 missing
NsFnumeric5 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS3inumeric39 unique values
0 missing
nSKnumeric11 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS3mnumeric40 unique values
0 missing
nS..O.2numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS3pnumeric35 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS3snumeric42 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS3vnumeric37 unique values
0 missing
NssCH2numeric6 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
GATS4enumeric45 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS4inumeric43 unique values
0 missing
NssOnumeric3 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS4mnumeric40 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS4pnumeric41 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS4snumeric46 unique values
0 missing
NssssCnumeric3 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS4vnumeric40 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
GATS5enumeric46 unique values
0 missing
nThiophenesnumeric2 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS5inumeric39 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS5mnumeric42 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS5pnumeric47 unique values
0 missing
nXnumeric5 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS5snumeric51 unique values
0 missing
O.numeric21 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS5vnumeric44 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
GATS6enumeric50 unique values
0 missing
O.058numeric4 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS6inumeric47 unique values
0 missing
O.059numeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS6mnumeric50 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS6pnumeric45 unique values
0 missing
ON0numeric21 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS6snumeric50 unique values
0 missing
ON0Vnumeric26 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS6vnumeric44 unique values
0 missing
ON1numeric24 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS7enumeric50 unique values
0 missing
ON1Vnumeric37 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS7inumeric41 unique values
0 missing
PCDnumeric36 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS7mnumeric47 unique values
0 missing
PCRnumeric27 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
GATS7pnumeric46 unique values
0 missing
PDInumeric27 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS7snumeric49 unique values
0 missing
PHInumeric31 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS7vnumeric42 unique values
0 missing
piIDnumeric34 unique values
0 missing
CATS2D_05_LLnumeric11 unique values
0 missing
GATS8enumeric51 unique values
0 missing
piPC01numeric17 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS8inumeric47 unique values
0 missing
piPC02numeric24 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS8mnumeric46 unique values
0 missing
piPC03numeric28 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
GATS8pnumeric47 unique values
0 missing
piPC04numeric37 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS8vnumeric44 unique values
0 missing
piPC05numeric35 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
GGI1numeric9 unique values
0 missing
piPC06numeric37 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GGI10numeric24 unique values
0 missing
piPC07numeric40 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GGI2numeric13 unique values
0 missing
piPC08numeric38 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
GGI3numeric22 unique values
0 missing
piPC09numeric40 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GGI4numeric28 unique values
0 missing
piPC10numeric40 unique values
0 missing
CATS2D_07_LLnumeric15 unique values
0 missing
GGI5numeric32 unique values
0 missing
PJI2numeric4 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GGI6numeric26 unique values
0 missing
Polnumeric18 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
GGI8numeric32 unique values
0 missing
Psi_e_0numeric49 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GGI9numeric27 unique values
0 missing
Psi_e_1numeric50 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GMTInumeric36 unique values
0 missing
Psi_e_Anumeric34 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GNarnumeric22 unique values
0 missing
Psi_i_0numeric34 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
H.numeric25 unique values
0 missing
Psi_i_1numeric39 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
H.046numeric6 unique values
0 missing
Psi_i_Anumeric34 unique values
0 missing
CATS2D_09_LLnumeric15 unique values
0 missing
H.047numeric12 unique values
0 missing
Psi_i_snumeric34 unique values
0 missing
CENTnumeric35 unique values
0 missing
H.048numeric3 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
Chi0_AEA.bo.numeric26 unique values
0 missing
H.049numeric2 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
Chi0_AEA.dm.numeric26 unique values
0 missing
H.050numeric2 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
Chi0_AEA.ed.numeric26 unique values
0 missing
H.051numeric5 unique values
0 missing
P_VSA_e_1numeric10 unique values
0 missing
Chi0_AEA.ri.numeric26 unique values
0 missing
H.052numeric6 unique values
0 missing
P_VSA_e_2numeric34 unique values
0 missing
Chi0_EAnumeric26 unique values
0 missing
HDcpxnumeric27 unique values
0 missing
P_VSA_e_3numeric8 unique values
0 missing
Chi0_EA.bo.numeric32 unique values
0 missing
HNarnumeric22 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
Chi0_EA.dm.numeric37 unique values
0 missing
HVcpxnumeric33 unique values
0 missing
P_VSA_e_5numeric8 unique values
0 missing
Chi0_EA.ed.numeric34 unique values
0 missing
Hynumeric22 unique values
0 missing
P_VSA_e_6numeric5 unique values
0 missing
Chi0_EA.ri.numeric40 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_i_1numeric4 unique values
0 missing
Chi1_AEA.bo.numeric33 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_i_2numeric34 unique values
0 missing
Chi1_AEA.dm.numeric33 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
P_VSA_i_3numeric21 unique values
0 missing
Chi1_AEA.ed.numeric33 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_i_4numeric11 unique values
0 missing
Chi1_AEA.ri.numeric33 unique values
0 missing
IACnumeric30 unique values
0 missing
P_VSA_LogP_1numeric8 unique values
0 missing
Chi1_EAnumeric33 unique values
0 missing
IC0numeric30 unique values
0 missing
P_VSA_LogP_2numeric15 unique values
0 missing
Chi1_EA.bo.numeric39 unique values
0 missing
IC1numeric35 unique values
0 missing
P_VSA_LogP_3numeric12 unique values
0 missing
Chi1_EA.dm.numeric43 unique values
0 missing
IC2numeric40 unique values
0 missing
P_VSA_LogP_4numeric13 unique values
0 missing
Chi1_EA.ed.numeric33 unique values
0 missing
IC3numeric35 unique values
0 missing
P_VSA_LogP_5numeric23 unique values
0 missing
Chi1_EA.ri.numeric44 unique values
0 missing
IC4numeric34 unique values
0 missing
P_VSA_LogP_6numeric7 unique values
0 missing
CIC0numeric29 unique values
0 missing
IC5numeric31 unique values
0 missing
P_VSA_LogP_7numeric11 unique values
0 missing
CIC1numeric35 unique values
0 missing
ICRnumeric31 unique values
0 missing
P_VSA_LogP_8numeric4 unique values
0 missing
CIC2numeric42 unique values
0 missing
IDDEnumeric23 unique values
0 missing
P_VSA_m_1numeric10 unique values
0 missing
CIC3numeric37 unique values
0 missing
IDDMnumeric22 unique values
0 missing
P_VSA_m_2numeric34 unique values
0 missing
CIC4numeric31 unique values
0 missing
IDEnumeric34 unique values
0 missing
P_VSA_m_3numeric13 unique values
0 missing
CIC5numeric30 unique values
0 missing
IDETnumeric36 unique values
0 missing
P_VSA_m_4numeric5 unique values
0 missing
CIDnumeric24 unique values
0 missing
IDMnumeric34 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IDMTnumeric36 unique values
0 missing
P_VSA_MR_1numeric14 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
P_VSA_MR_2numeric17 unique values
0 missing
CSInumeric34 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
DBInumeric17 unique values
0 missing
ISIZnumeric15 unique values
0 missing
P_VSA_MR_5numeric24 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
IVDEnumeric22 unique values
0 missing
P_VSA_MR_6numeric29 unique values
0 missing
D.Dtr05numeric33 unique values
0 missing
IVDMnumeric21 unique values
0 missing
P_VSA_MR_7numeric6 unique values
0 missing
D.Dtr06numeric34 unique values
0 missing
JGI1numeric19 unique values
0 missing
P_VSA_MR_8numeric3 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
JGI10numeric12 unique values
0 missing
P_VSA_p_1numeric15 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
JGI2numeric20 unique values
0 missing
P_VSA_p_2numeric16 unique values
0 missing
DECCnumeric31 unique values
0 missing
JGI3numeric15 unique values
0 missing
P_VSA_s_1numeric3 unique values
0 missing
DELSnumeric50 unique values
0 missing
JGI4numeric15 unique values
0 missing
P_VSA_s_2numeric13 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI5numeric10 unique values
0 missing
P_VSA_s_3numeric29 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI6numeric11 unique values
0 missing
P_VSA_s_4numeric23 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI7numeric13 unique values
0 missing
P_VSA_s_5numeric4 unique values
0 missing
DLS_04numeric2 unique values
0 missing
JGI8numeric10 unique values
0 missing
P_VSA_s_6numeric17 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI9numeric10 unique values
0 missing
P_VSA_v_1numeric10 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
JGTnumeric33 unique values
0 missing
P_VSA_v_2numeric21 unique values
0 missing
Dznumeric26 unique values
0 missing
LLS_01numeric4 unique values
0 missing
PW2numeric22 unique values
0 missing
ECCnumeric32 unique values
0 missing
LLS_02numeric2 unique values
0 missing
PW3numeric19 unique values
0 missing
Eig01_AEA.bo.numeric29 unique values
0 missing
LOCnumeric22 unique values
0 missing
PW4numeric19 unique values
0 missing
Eig01_AEA.dm.numeric27 unique values
0 missing
LPRSnumeric36 unique values
0 missing
PW5numeric19 unique values
0 missing
Eig01_AEA.ed.numeric17 unique values
0 missing
MATS1enumeric23 unique values
0 missing
Qindexnumeric9 unique values
0 missing
Eig01_AEA.ri.numeric22 unique values
0 missing
MATS1inumeric30 unique values
0 missing
Ramnumeric7 unique values
0 missing
Eig01_EAnumeric21 unique values
0 missing
MATS1mnumeric25 unique values
0 missing
Eig01_EA.bo.numeric37 unique values
0 missing
MATS1pnumeric24 unique values
0 missing
Eig01_EA.dm.numeric15 unique values
0 missing
MATS1snumeric28 unique values
0 missing
Eig01_EA.ed.numeric20 unique values
0 missing
MATS1vnumeric24 unique values
0 missing
Eig01_EA.ri.numeric24 unique values
0 missing
MATS2enumeric34 unique values
0 missing
Eig02_AEA.bo.numeric36 unique values
0 missing
MATS2inumeric34 unique values
0 missing
Eig02_AEA.dm.numeric28 unique values
0 missing
MATS2mnumeric33 unique values
0 missing
Eig02_AEA.ed.numeric30 unique values
0 missing
MATS2pnumeric32 unique values
0 missing
Eig02_AEA.ri.numeric44 unique values
0 missing
MATS2snumeric39 unique values
0 missing
Eig02_EAnumeric29 unique values
0 missing
MATS2vnumeric32 unique values
0 missing
Eig02_EA.bo.numeric34 unique values
0 missing
MATS3enumeric39 unique values
0 missing
Eig02_EA.dm.numeric17 unique values
0 missing
MATS3inumeric34 unique values
0 missing
Eig02_EA.ed.numeric33 unique values
0 missing
MATS3mnumeric38 unique values
0 missing
Eig02_EA.ri.numeric41 unique values
0 missing
MATS3pnumeric36 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
53
Number of instances (rows) of the dataset.
NumberOfFeatures
755
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
754
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
14.25
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.4
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.44
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.78
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
20.48
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.1
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
53
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.52
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
20468.26
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
6.51
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.51
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.28
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.28
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
1.25
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
7466.07
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.93
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.88
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.27
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
7.09
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
71.2
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.98
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.02
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075108
0 runs - estimation_procedure: 50 times Clustering
Define a new task