Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL6165 (TID: 101463), and it has 61 rows and 791 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.

793 features

pXC50 (target)numeric56 unique values
0 missing
molecule_id (row identifier)nominal61 unique values
0 missing
Eig03_EA.ed.numeric46 unique values
0 missing
MATS5mnumeric49 unique values
0 missing
SM02_AEA.ri.numeric45 unique values
0 missing
DLS_01numeric2 unique values
0 missing
Eig03_EA.ri.numeric52 unique values
0 missing
MATS5pnumeric43 unique values
0 missing
SM02_EAnumeric17 unique values
0 missing
LLS_02numeric3 unique values
0 missing
Eig04_AEA.bo.numeric43 unique values
0 missing
MATS5snumeric43 unique values
0 missing
SM02_EA.bo.numeric27 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
Eig04_AEA.dm.numeric42 unique values
0 missing
MATS5vnumeric47 unique values
0 missing
SM02_EA.dm.numeric14 unique values
0 missing
Eig07_AEA.dm.numeric42 unique values
0 missing
Eig04_AEA.ed.numeric40 unique values
0 missing
MATS6enumeric51 unique values
0 missing
SM02_EA.ed.numeric42 unique values
0 missing
ATSC5snumeric55 unique values
0 missing
Eig04_AEA.ri.numeric50 unique values
0 missing
MATS6inumeric48 unique values
0 missing
SM02_EA.ri.numeric40 unique values
0 missing
GATS1inumeric39 unique values
0 missing
Eig04_EAnumeric44 unique values
0 missing
MATS6mnumeric50 unique values
0 missing
SM03_AEA.bo.numeric35 unique values
0 missing
GGI9numeric36 unique values
0 missing
Eig04_EA.bo.numeric40 unique values
0 missing
MATS6pnumeric50 unique values
0 missing
SM03_AEA.dm.numeric34 unique values
0 missing
AACnumeric36 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
MATS6snumeric51 unique values
0 missing
SM03_AEA.ed.numeric37 unique values
0 missing
AECCnumeric43 unique values
0 missing
Eig04_EA.ed.numeric41 unique values
0 missing
MATS6vnumeric50 unique values
0 missing
SM03_AEA.ri.numeric43 unique values
0 missing
ALOGPnumeric42 unique values
0 missing
Eig04_EA.ri.numeric50 unique values
0 missing
MATS7enumeric49 unique values
0 missing
SM03_EAnumeric9 unique values
0 missing
ALOGP2numeric42 unique values
0 missing
Eig05_AEA.bo.numeric39 unique values
0 missing
MATS7inumeric48 unique values
0 missing
SM03_EA.bo.numeric22 unique values
0 missing
AMRnumeric42 unique values
0 missing
Eig05_AEA.dm.numeric30 unique values
0 missing
MATS7mnumeric41 unique values
0 missing
SM03_EA.dm.numeric6 unique values
0 missing
AMWnumeric41 unique values
0 missing
Eig05_AEA.ed.numeric37 unique values
0 missing
MATS7pnumeric42 unique values
0 missing
SM03_EA.ed.numeric35 unique values
0 missing
ARRnumeric19 unique values
0 missing
Eig05_AEA.ri.numeric39 unique values
0 missing
MATS7snumeric50 unique values
0 missing
SM03_EA.ri.numeric35 unique values
0 missing
ATS1enumeric40 unique values
0 missing
Eig05_EAnumeric35 unique values
0 missing
MATS7vnumeric44 unique values
0 missing
SM04_AEA.bo.numeric37 unique values
0 missing
ATS1inumeric40 unique values
0 missing
Eig05_EA.bo.numeric44 unique values
0 missing
MATS8enumeric48 unique values
0 missing
SM04_AEA.dm.numeric32 unique values
0 missing
ATS1mnumeric41 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
MATS8inumeric49 unique values
0 missing
SM04_AEA.ed.numeric41 unique values
0 missing
ATS1pnumeric40 unique values
0 missing
Eig05_EA.ed.numeric42 unique values
0 missing
MATS8mnumeric50 unique values
0 missing
SM04_AEA.ri.numeric36 unique values
0 missing
ATS1snumeric41 unique values
0 missing
Eig05_EA.ri.numeric43 unique values
0 missing
MATS8pnumeric51 unique values
0 missing
SM04_EAnumeric34 unique values
0 missing
ATS1vnumeric40 unique values
0 missing
Eig06_AEA.bo.numeric33 unique values
0 missing
MATS8snumeric50 unique values
0 missing
SM04_EA.bo.numeric37 unique values
0 missing
ATS2enumeric41 unique values
0 missing
Eig06_AEA.dm.numeric32 unique values
0 missing
MATS8vnumeric48 unique values
0 missing
SM04_EA.dm.numeric14 unique values
0 missing
ATS2inumeric40 unique values
0 missing
Eig06_AEA.ed.numeric36 unique values
0 missing
MAXDNnumeric51 unique values
0 missing
SM04_EA.ed.numeric44 unique values
0 missing
ATS2mnumeric37 unique values
0 missing
Eig06_AEA.ri.numeric41 unique values
0 missing
MAXDPnumeric54 unique values
0 missing
SM04_EA.ri.numeric41 unique values
0 missing
ATS2pnumeric39 unique values
0 missing
Eig06_EAnumeric35 unique values
0 missing
MCDnumeric23 unique values
0 missing
ATS2snumeric44 unique values
0 missing
Eig06_EA.bo.numeric37 unique values
0 missing
MDDDnumeric47 unique values
0 missing
ATS2vnumeric41 unique values
0 missing
Eig06_EA.ed.numeric35 unique values
0 missing
Menumeric20 unique values
0 missing
ATS3enumeric41 unique values
0 missing
Eig06_EA.ri.numeric42 unique values
0 missing
Minumeric18 unique values
0 missing
ATS3inumeric40 unique values
0 missing
Eig07_AEA.bo.numeric42 unique values
0 missing
MLOGPnumeric41 unique values
0 missing
ATS3mnumeric39 unique values
0 missing
Eig07_AEA.ed.numeric44 unique values
0 missing
MLOGP2numeric41 unique values
0 missing
ATS3pnumeric41 unique values
0 missing
Eig07_AEA.ri.numeric54 unique values
0 missing
Mpnumeric30 unique values
0 missing
ATS3snumeric47 unique values
0 missing
Eig07_EAnumeric42 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATS3vnumeric40 unique values
0 missing
Eig07_EA.bo.numeric42 unique values
0 missing
MPC02numeric17 unique values
0 missing
ATS4enumeric41 unique values
0 missing
Eig07_EA.ed.numeric45 unique values
0 missing
MPC03numeric23 unique values
0 missing
ATS4inumeric39 unique values
0 missing
Eig07_EA.ri.numeric48 unique values
0 missing
MPC04numeric26 unique values
0 missing
ATS4mnumeric52 unique values
0 missing
Eig08_AEA.bo.numeric35 unique values
0 missing
MPC05numeric31 unique values
0 missing
ATS4pnumeric52 unique values
0 missing
Eig08_AEA.dm.numeric36 unique values
0 missing
MPC06numeric31 unique values
0 missing
ATS4snumeric50 unique values
0 missing
Eig08_AEA.ed.numeric42 unique values
0 missing
MPC07numeric34 unique values
0 missing
ATS4vnumeric52 unique values
0 missing
Eig08_AEA.ri.numeric40 unique values
0 missing
MPC08numeric38 unique values
0 missing
ATS5enumeric48 unique values
0 missing
Eig08_EAnumeric33 unique values
0 missing
MPC09numeric43 unique values
0 missing
ATS5inumeric47 unique values
0 missing
Eig08_EA.bo.numeric37 unique values
0 missing
MPC10numeric34 unique values
0 missing
ATS5mnumeric52 unique values
0 missing
Eig08_EA.ed.numeric43 unique values
0 missing
MSDnumeric47 unique values
0 missing
ATS5pnumeric52 unique values
0 missing
Eig08_EA.ri.numeric40 unique values
0 missing
Mvnumeric28 unique values
0 missing
ATS5snumeric52 unique values
0 missing
Eig09_AEA.bo.numeric33 unique values
0 missing
MWnumeric41 unique values
0 missing
ATS5vnumeric49 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATS6enumeric53 unique values
0 missing
Eig09_AEA.ed.numeric39 unique values
0 missing
MWC02numeric21 unique values
0 missing
ATS6inumeric50 unique values
0 missing
Eig09_AEA.ri.numeric41 unique values
0 missing
MWC03numeric29 unique values
0 missing
ATS6mnumeric52 unique values
0 missing
Eig09_EAnumeric34 unique values
0 missing
MWC04numeric42 unique values
0 missing
ATS6pnumeric53 unique values
0 missing
Eig09_EA.bo.numeric31 unique values
0 missing
MWC05numeric43 unique values
0 missing
ATS6snumeric54 unique values
0 missing
Eig09_EA.ed.numeric36 unique values
0 missing
MWC06numeric45 unique values
0 missing
ATS6vnumeric51 unique values
0 missing
Eig09_EA.ri.numeric42 unique values
0 missing
MWC07numeric44 unique values
0 missing
ATS7enumeric51 unique values
0 missing
Eig10_AEA.bo.numeric32 unique values
0 missing
MWC08numeric42 unique values
0 missing
ATS7inumeric52 unique values
0 missing
Eig10_AEA.dm.numeric31 unique values
0 missing
MWC09numeric45 unique values
0 missing
ATS7mnumeric51 unique values
0 missing
Eig10_AEA.ed.numeric34 unique values
0 missing
MWC10numeric47 unique values
0 missing
ATS7pnumeric54 unique values
0 missing
Eig10_AEA.ri.numeric39 unique values
0 missing
N.numeric17 unique values
0 missing
ATS7snumeric55 unique values
0 missing
Eig10_EAnumeric32 unique values
0 missing
N.067numeric2 unique values
0 missing
ATS7vnumeric52 unique values
0 missing
Eig10_EA.bo.numeric34 unique values
0 missing
N.068numeric2 unique values
0 missing
ATS8enumeric54 unique values
0 missing
Eig10_EA.ed.numeric37 unique values
0 missing
N.070numeric2 unique values
0 missing
ATS8inumeric53 unique values
0 missing
Eig10_EA.ri.numeric36 unique values
0 missing
N.071numeric2 unique values
0 missing
ATS8mnumeric53 unique values
0 missing
Eig11_AEA.bo.numeric35 unique values
0 missing
N.072numeric2 unique values
0 missing
ATS8pnumeric55 unique values
0 missing
Eig11_AEA.dm.numeric32 unique values
0 missing
N.079numeric2 unique values
0 missing
ATS8snumeric53 unique values
0 missing
Eig11_AEA.ed.numeric32 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
ATS8vnumeric53 unique values
0 missing
Eig11_AEA.ri.numeric38 unique values
0 missing
NaaCHnumeric11 unique values
0 missing
ATSC1enumeric32 unique values
0 missing
Eig11_EAnumeric34 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATSC1inumeric41 unique values
0 missing
Eig11_EA.bo.numeric31 unique values
0 missing
nABnumeric5 unique values
0 missing
ATSC1mnumeric40 unique values
0 missing
Eig11_EA.ed.numeric37 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
ATSC1pnumeric41 unique values
0 missing
Eig11_EA.ri.numeric36 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATSC1snumeric41 unique values
0 missing
Eig12_AEA.bo.numeric31 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATSC1vnumeric41 unique values
0 missing
Eig12_AEA.dm.numeric33 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC2enumeric36 unique values
0 missing
Eig12_AEA.ed.numeric31 unique values
0 missing
nArORnumeric4 unique values
0 missing
ATSC2inumeric41 unique values
0 missing
Eig12_AEA.ri.numeric32 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATSC2mnumeric42 unique values
0 missing
Eig12_EAnumeric30 unique values
0 missing
nATnumeric18 unique values
0 missing
ATSC2pnumeric39 unique values
0 missing
Eig12_EA.bo.numeric36 unique values
0 missing
nBMnumeric9 unique values
0 missing
ATSC2snumeric53 unique values
0 missing
Eig12_EA.ed.numeric33 unique values
0 missing
nBnznumeric4 unique values
0 missing
ATSC2vnumeric42 unique values
0 missing
Eig12_EA.ri.numeric32 unique values
0 missing
nBOnumeric12 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
Eig13_AEA.bo.numeric40 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC3inumeric42 unique values
0 missing
Eig13_AEA.dm.numeric39 unique values
0 missing
nBTnumeric19 unique values
0 missing
ATSC3mnumeric42 unique values
0 missing
Eig13_AEA.ed.numeric35 unique values
0 missing
nCnumeric13 unique values
0 missing
ATSC3pnumeric41 unique values
0 missing
Eig13_AEA.ri.numeric43 unique values
0 missing
nCarnumeric5 unique values
0 missing
ATSC3snumeric55 unique values
0 missing
Eig13_EAnumeric37 unique values
0 missing
nCb.numeric6 unique values
0 missing
ATSC3vnumeric42 unique values
0 missing
Eig13_EA.bo.numeric46 unique values
0 missing
nCbHnumeric11 unique values
0 missing
ATSC4enumeric39 unique values
0 missing
Eig13_EA.ed.numeric39 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATSC4inumeric47 unique values
0 missing
Eig13_EA.ri.numeric40 unique values
0 missing
nCICnumeric4 unique values
0 missing
ATSC4mnumeric53 unique values
0 missing
Eig14_AEA.bo.numeric37 unique values
0 missing
nCIRnumeric6 unique values
0 missing
ATSC4pnumeric49 unique values
0 missing
Eig14_AEA.dm.numeric42 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATSC4snumeric55 unique values
0 missing
Eig14_AEA.ed.numeric34 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC4vnumeric49 unique values
0 missing
Eig14_AEA.ri.numeric46 unique values
0 missing
nCrsnumeric4 unique values
0 missing
ATSC5enumeric44 unique values
0 missing
Eig14_EAnumeric40 unique values
0 missing
nCrtnumeric2 unique values
0 missing
ATSC5inumeric55 unique values
0 missing
Eig14_EA.bo.numeric37 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC5mnumeric55 unique values
0 missing
Eig14_EA.ed.numeric39 unique values
0 missing
nCsnumeric3 unique values
0 missing
ATSC5pnumeric55 unique values
0 missing
Eig14_EA.ri.numeric45 unique values
0 missing
nCsp2numeric8 unique values
0 missing
ATSC5vnumeric54 unique values
0 missing
Eig15_AEA.bo.numeric35 unique values
0 missing
nCsp3numeric6 unique values
0 missing
ATSC6enumeric49 unique values
0 missing
Eig15_AEA.dm.numeric43 unique values
0 missing
nCtnumeric2 unique values
0 missing
ATSC6inumeric53 unique values
0 missing
Eig15_AEA.ed.numeric38 unique values
0 missing
nDBnumeric4 unique values
0 missing
ATSC6mnumeric55 unique values
0 missing
Eig15_AEA.ri.numeric47 unique values
0 missing
NdCH2numeric3 unique values
0 missing
ATSC6pnumeric55 unique values
0 missing
Eig15_EAnumeric39 unique values
0 missing
NddssSnumeric2 unique values
0 missing
ATSC6snumeric55 unique values
0 missing
Eig15_EA.bo.numeric41 unique values
0 missing
NdOnumeric3 unique values
0 missing
ATSC6vnumeric55 unique values
0 missing
Eig15_EA.ed.numeric41 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
ATSC7enumeric49 unique values
0 missing
Eig15_EA.ri.numeric47 unique values
0 missing
NdssCnumeric2 unique values
0 missing
ATSC7inumeric54 unique values
0 missing
Eta_alphanumeric37 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC7mnumeric55 unique values
0 missing
Eta_alpha_Anumeric20 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC7pnumeric55 unique values
0 missing
Eta_Bnumeric34 unique values
0 missing
nFnumeric2 unique values
0 missing
ATSC7snumeric55 unique values
0 missing
Eta_B_Anumeric15 unique values
0 missing
nHnumeric12 unique values
0 missing
ATSC7vnumeric54 unique values
0 missing
Eta_betanumeric31 unique values
0 missing
nHAccnumeric5 unique values
0 missing
ATSC8enumeric50 unique values
0 missing
Eta_beta_Anumeric32 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC8inumeric54 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
nHetnumeric5 unique values
0 missing
ATSC8mnumeric55 unique values
0 missing
Eta_betaP_Anumeric26 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATSC8pnumeric55 unique values
0 missing
Eta_betaSnumeric25 unique values
0 missing
nNnumeric2 unique values
0 missing
ATSC8snumeric55 unique values
0 missing
Eta_betaS_Anumeric25 unique values
0 missing
nN.numeric2 unique values
0 missing
ATSC8vnumeric55 unique values
0 missing
Eta_Cnumeric55 unique values
0 missing
nNqnumeric2 unique values
0 missing
BACnumeric15 unique values
0 missing
Eta_C_Anumeric48 unique values
0 missing
NNRSnumeric5 unique values
0 missing
BBInumeric17 unique values
0 missing
Eta_epsinumeric41 unique values
0 missing
nOnumeric5 unique values
0 missing
BIC0numeric31 unique values
0 missing
Eta_epsi_Anumeric29 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
BIC1numeric32 unique values
0 missing
Eta_Fnumeric55 unique values
0 missing
nR05numeric2 unique values
0 missing
BIC2numeric48 unique values
0 missing
Eta_F_Anumeric51 unique values
0 missing
nR06numeric4 unique values
0 missing
BIC3numeric45 unique values
0 missing
Eta_FLnumeric41 unique values
0 missing
nR10numeric3 unique values
0 missing
BIC4numeric32 unique values
0 missing
Eta_FL_Anumeric32 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
BIC5numeric33 unique values
0 missing
Eta_Lnumeric42 unique values
0 missing
nR.Cpnumeric3 unique values
0 missing
BIDnumeric20 unique values
0 missing
Eta_L_Anumeric29 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
BLInumeric37 unique values
0 missing
Eta_sh_pnumeric41 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
BLTA96numeric39 unique values
0 missing
Eta_sh_xnumeric13 unique values
0 missing
nRNR2numeric2 unique values
0 missing
BLTD48numeric38 unique values
0 missing
Eta_sh_ynumeric36 unique values
0 missing
nRORnumeric2 unique values
0 missing
BLTF96numeric39 unique values
0 missing
F.083numeric2 unique values
0 missing
NRSnumeric3 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS1enumeric36 unique values
0 missing
nSnumeric2 unique values
0 missing
C.numeric26 unique values
0 missing
GATS1mnumeric39 unique values
0 missing
NsBrnumeric2 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS1pnumeric37 unique values
0 missing
NsCH3numeric7 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS1snumeric39 unique values
0 missing
NsClnumeric3 unique values
0 missing
C.005numeric5 unique values
0 missing
GATS1vnumeric37 unique values
0 missing
NsFnumeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS2enumeric40 unique values
0 missing
nSKnumeric13 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS2inumeric39 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS2mnumeric41 unique values
0 missing
NssCH2numeric5 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS2pnumeric39 unique values
0 missing
NssNHnumeric2 unique values
0 missing
C.015numeric3 unique values
0 missing
GATS2snumeric47 unique values
0 missing
NssOnumeric4 unique values
0 missing
C.016numeric3 unique values
0 missing
GATS2vnumeric38 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
C.024numeric11 unique values
0 missing
GATS3enumeric40 unique values
0 missing
NsssNnumeric3 unique values
0 missing
C.025numeric8 unique values
0 missing
GATS3inumeric38 unique values
0 missing
NssssCnumeric2 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS3mnumeric38 unique values
0 missing
NssssN.numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS3pnumeric37 unique values
0 missing
nXnumeric4 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
GATS3snumeric47 unique values
0 missing
O.numeric27 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS3vnumeric33 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
GATS4enumeric49 unique values
0 missing
O.059numeric2 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS4inumeric47 unique values
0 missing
O.060numeric4 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS4mnumeric51 unique values
0 missing
ON0numeric24 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
GATS4pnumeric47 unique values
0 missing
ON0Vnumeric39 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS4snumeric46 unique values
0 missing
ON1numeric37 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS4vnumeric47 unique values
0 missing
ON1Vnumeric41 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS5enumeric51 unique values
0 missing
PCDnumeric44 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS5inumeric49 unique values
0 missing
PCRnumeric36 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS5mnumeric52 unique values
0 missing
PDInumeric31 unique values
0 missing
CATS2D_03_LLnumeric20 unique values
0 missing
GATS5pnumeric49 unique values
0 missing
PHInumeric41 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS5snumeric51 unique values
0 missing
piIDnumeric47 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS5vnumeric45 unique values
0 missing
piPC01numeric18 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS6enumeric55 unique values
0 missing
piPC02numeric27 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS6inumeric48 unique values
0 missing
piPC03numeric35 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS6mnumeric53 unique values
0 missing
piPC04numeric44 unique values
0 missing
CATS2D_04_LLnumeric16 unique values
0 missing
GATS6pnumeric49 unique values
0 missing
piPC05numeric40 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS6snumeric52 unique values
0 missing
piPC06numeric43 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS6vnumeric50 unique values
0 missing
piPC07numeric47 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
GATS7enumeric51 unique values
0 missing
piPC08numeric46 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS7inumeric52 unique values
0 missing
piPC09numeric46 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS7mnumeric50 unique values
0 missing
piPC10numeric47 unique values
0 missing
CATS2D_05_LLnumeric19 unique values
0 missing
GATS7pnumeric48 unique values
0 missing
PJI2numeric6 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS7snumeric55 unique values
0 missing
Polnumeric20 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS7vnumeric42 unique values
0 missing
Psi_e_0numeric54 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS8enumeric53 unique values
0 missing
Psi_e_1numeric54 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS8inumeric48 unique values
0 missing
Psi_e_Anumeric41 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS8mnumeric50 unique values
0 missing
Psi_i_0numeric42 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS8pnumeric51 unique values
0 missing
Psi_i_1numeric42 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
GATS8snumeric55 unique values
0 missing
Psi_i_Anumeric41 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS8vnumeric48 unique values
0 missing
Psi_i_snumeric42 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GGI1numeric11 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GGI10numeric24 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI2numeric10 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GGI3numeric23 unique values
0 missing
P_VSA_e_1numeric13 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
GGI4numeric41 unique values
0 missing
P_VSA_e_2numeric41 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GGI5numeric38 unique values
0 missing
P_VSA_e_3numeric7 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GGI6numeric35 unique values
0 missing
P_VSA_e_4numeric3 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GGI7numeric39 unique values
0 missing
P_VSA_e_5numeric6 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GGI8numeric40 unique values
0 missing
P_VSA_e_6numeric2 unique values
0 missing
CATS2D_08_LLnumeric19 unique values
0 missing
GMTInumeric47 unique values
0 missing
P_VSA_i_1numeric2 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GMTIVnumeric52 unique values
0 missing
P_VSA_i_2numeric41 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GNarnumeric27 unique values
0 missing
P_VSA_i_3numeric33 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
H.numeric28 unique values
0 missing
P_VSA_i_4numeric6 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
H.046numeric4 unique values
0 missing
P_VSA_LogP_1numeric12 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
H.047numeric14 unique values
0 missing
P_VSA_LogP_2numeric9 unique values
0 missing
CATS2D_09_LLnumeric20 unique values
0 missing
H.050numeric2 unique values
0 missing
P_VSA_LogP_3numeric13 unique values
0 missing
CENTnumeric45 unique values
0 missing
H.052numeric4 unique values
0 missing
P_VSA_LogP_4numeric5 unique values
0 missing
Chi0_AEA.bo.numeric37 unique values
0 missing
H.053numeric2 unique values
0 missing
P_VSA_LogP_5numeric32 unique values
0 missing
Chi0_AEA.dm.numeric37 unique values
0 missing
HDcpxnumeric39 unique values
0 missing
P_VSA_LogP_7numeric13 unique values
0 missing
Chi0_AEA.ed.numeric37 unique values
0 missing
HNarnumeric27 unique values
0 missing
P_VSA_LogP_8numeric5 unique values
0 missing
Chi0_AEA.ri.numeric37 unique values
0 missing
HVcpxnumeric45 unique values
0 missing
P_VSA_m_1numeric13 unique values
0 missing
Chi0_EAnumeric37 unique values
0 missing
Hynumeric31 unique values
0 missing
P_VSA_m_2numeric41 unique values
0 missing
Chi0_EA.bo.numeric37 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_m_3numeric6 unique values
0 missing
Chi0_EA.dm.numeric35 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_m_4numeric4 unique values
0 missing
Chi0_EA.ed.numeric45 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
Chi0_EA.ri.numeric42 unique values
0 missing
IACnumeric39 unique values
0 missing
P_VSA_MR_1numeric14 unique values
0 missing
Chi1_AEA.bo.numeric45 unique values
0 missing
IC0numeric36 unique values
0 missing
P_VSA_MR_2numeric10 unique values
0 missing
Chi1_AEA.dm.numeric45 unique values
0 missing
IC1numeric40 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
Chi1_AEA.ed.numeric45 unique values
0 missing
IC2numeric54 unique values
0 missing
P_VSA_MR_5numeric16 unique values
0 missing
Chi1_AEA.ri.numeric45 unique values
0 missing
IC3numeric53 unique values
0 missing
P_VSA_MR_6numeric41 unique values
0 missing
Chi1_EAnumeric45 unique values
0 missing
IC4numeric48 unique values
0 missing
P_VSA_MR_7numeric7 unique values
0 missing
Chi1_EA.bo.numeric45 unique values
0 missing
IC5numeric44 unique values
0 missing
P_VSA_MR_8numeric2 unique values
0 missing
Chi1_EA.dm.numeric37 unique values
0 missing
ICRnumeric44 unique values
0 missing
P_VSA_p_1numeric13 unique values
0 missing
Chi1_EA.ed.numeric44 unique values
0 missing
IDDEnumeric41 unique values
0 missing
P_VSA_p_2numeric11 unique values
0 missing
Chi1_EA.ri.numeric53 unique values
0 missing
IDDMnumeric38 unique values
0 missing
P_VSA_p_3numeric41 unique values
0 missing
CIC0numeric39 unique values
0 missing
IDEnumeric45 unique values
0 missing
P_VSA_s_1numeric2 unique values
0 missing
CIC1numeric39 unique values
0 missing
IDETnumeric46 unique values
0 missing
P_VSA_s_2numeric13 unique values
0 missing
CIC2numeric54 unique values
0 missing
IDMnumeric47 unique values
0 missing
P_VSA_s_3numeric39 unique values
0 missing
CIC3numeric49 unique values
0 missing
IDMTnumeric47 unique values
0 missing
P_VSA_s_4numeric34 unique values
0 missing
CIC4numeric45 unique values
0 missing
Infective.50numeric2 unique values
0 missing
P_VSA_s_5numeric4 unique values
0 missing
CIC5numeric43 unique values
0 missing
Infective.80numeric2 unique values
0 missing
P_VSA_s_6numeric15 unique values
0 missing
CIDnumeric30 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
P_VSA_v_1numeric13 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
P_VSA_v_2numeric11 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ISIZnumeric18 unique values
0 missing
P_VSA_v_3numeric41 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDEnumeric29 unique values
0 missing
PW2numeric24 unique values
0 missing
CSInumeric42 unique values
0 missing
IVDMnumeric26 unique values
0 missing
PW3numeric25 unique values
0 missing
DBInumeric17 unique values
0 missing
JGI1numeric32 unique values
0 missing
PW4numeric28 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
JGI10numeric9 unique values
0 missing
PW5numeric27 unique values
0 missing
D.Dtr06numeric47 unique values
0 missing
JGI2numeric24 unique values
0 missing
Qindexnumeric12 unique values
0 missing
D.Dtr10numeric36 unique values
0 missing
JGI3numeric21 unique values
0 missing
Ramnumeric7 unique values
0 missing
DECCnumeric45 unique values
0 missing
JGI4numeric26 unique values
0 missing
RBFnumeric28 unique values
0 missing
DELSnumeric55 unique values
0 missing
JGI5numeric13 unique values
0 missing
RBNnumeric6 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI6numeric14 unique values
0 missing
Rbridnumeric3 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI7numeric14 unique values
0 missing
RCInumeric5 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI8numeric12 unique values
0 missing
RDCHInumeric45 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI9numeric7 unique values
0 missing
RDSQnumeric47 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGTnumeric44 unique values
0 missing
RFDnumeric5 unique values
0 missing
DLS_05numeric2 unique values
0 missing
LLS_01numeric3 unique values
0 missing
Rperimnumeric8 unique values
0 missing
DLS_06numeric2 unique values
0 missing
LOCnumeric28 unique values
0 missing
S0Knumeric39 unique values
0 missing
Dznumeric37 unique values
0 missing
LPRSnumeric47 unique values
0 missing
S.110numeric2 unique values
0 missing
ECCnumeric42 unique values
0 missing
MATS1enumeric26 unique values
0 missing
S1Knumeric38 unique values
0 missing
Eig01_AEA.bo.numeric37 unique values
0 missing
MATS1inumeric33 unique values
0 missing
S2Knumeric40 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
MATS1mnumeric30 unique values
0 missing
S3Knumeric42 unique values
0 missing
Eig01_AEA.ed.numeric26 unique values
0 missing
MATS1pnumeric35 unique values
0 missing
SaaaCnumeric16 unique values
0 missing
Eig01_AEA.ri.numeric39 unique values
0 missing
MATS1snumeric25 unique values
0 missing
SAaccnumeric11 unique values
0 missing
Eig01_EAnumeric37 unique values
0 missing
MATS1vnumeric29 unique values
0 missing
SaaCHnumeric55 unique values
0 missing
Eig01_EA.bo.numeric32 unique values
0 missing
MATS2enumeric38 unique values
0 missing
SaasCnumeric55 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
MATS2inumeric41 unique values
0 missing
SAdonnumeric3 unique values
0 missing
Eig01_EA.ed.numeric37 unique values
0 missing
MATS2mnumeric38 unique values
0 missing
SAtotnumeric41 unique values
0 missing
Eig01_EA.ri.numeric42 unique values
0 missing
MATS2pnumeric41 unique values
0 missing
SCBOnumeric18 unique values
0 missing
Eig02_AEA.bo.numeric37 unique values
0 missing
MATS2snumeric45 unique values
0 missing
SdCH2numeric4 unique values
0 missing
Eig02_AEA.dm.numeric31 unique values
0 missing
MATS2vnumeric38 unique values
0 missing
SddssSnumeric2 unique values
0 missing
Eig02_AEA.ed.numeric37 unique values
0 missing
MATS3enumeric34 unique values
0 missing
SdOnumeric52 unique values
0 missing
Eig02_AEA.ri.numeric47 unique values
0 missing
MATS3inumeric37 unique values
0 missing
SdsCHnumeric4 unique values
0 missing
Eig02_EAnumeric43 unique values
0 missing
MATS3mnumeric35 unique values
0 missing
SdssCnumeric50 unique values
0 missing
Eig02_EA.bo.numeric37 unique values
0 missing
MATS3pnumeric36 unique values
0 missing
Senumeric41 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
MATS3snumeric43 unique values
0 missing
Sinumeric41 unique values
0 missing
Eig02_EA.ed.numeric43 unique values
0 missing
MATS3vnumeric37 unique values
0 missing
SIC0numeric32 unique values
0 missing
Eig02_EA.ri.numeric47 unique values
0 missing
MATS4enumeric46 unique values
0 missing
SIC1numeric35 unique values
0 missing
Eig03_AEA.bo.numeric42 unique values
0 missing
MATS4inumeric43 unique values
0 missing
SIC2numeric51 unique values
0 missing
Eig03_AEA.dm.numeric37 unique values
0 missing
MATS4mnumeric45 unique values
0 missing
SIC3numeric41 unique values
0 missing
Eig03_AEA.ed.numeric42 unique values
0 missing
MATS4pnumeric45 unique values
0 missing
SIC4numeric36 unique values
0 missing
Eig03_AEA.ri.numeric51 unique values
0 missing
MATS4snumeric44 unique values
0 missing
SIC5numeric35 unique values
0 missing
Eig03_EAnumeric46 unique values
0 missing
MATS4vnumeric43 unique values
0 missing
SM02_AEA.bo.numeric32 unique values
0 missing
Eig03_EA.bo.numeric40 unique values
0 missing
MATS5enumeric48 unique values
0 missing
SM02_AEA.dm.numeric33 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
MATS5inumeric46 unique values
0 missing
SM02_AEA.ed.numeric33 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
61
Number of instances (rows) of the dataset.
NumberOfFeatures
793
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
792
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
13
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.01
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
0.82
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.07
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
30.06
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
0.16
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.07
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
61
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.64
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
23966.1
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
2.4
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
6.23
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.81
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
7.81
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
0.89
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9222
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.67
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.09
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
0.58
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
5.53
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
83.94
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.3
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.29
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.12
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-CHEMBL6165
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6165
0 runs - estimation_procedure: 50 times Clustering
Define a new task