Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213

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: CHEMBL2213 (TID: 12263), and it has 47 rows and 742 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.

744 features

pXC50 (target)numeric44 unique values
0 missing
molecule_id (row identifier)nominal47 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
LLS_01numeric4 unique values
0 missing
Eta_C_Anumeric44 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
LLS_02numeric6 unique values
0 missing
GATS5pnumeric40 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
LOCnumeric30 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
Eig02_AEA.bo.numeric29 unique values
0 missing
LPRSnumeric32 unique values
0 missing
GATS3snumeric38 unique values
0 missing
Eig02_AEA.dm.numeric29 unique values
0 missing
MATS1enumeric27 unique values
0 missing
MAXDPnumeric44 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
Menumeric20 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
MATS1pnumeric32 unique values
0 missing
ATSC6enumeric41 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
MATS1snumeric33 unique values
0 missing
MATS5pnumeric42 unique values
0 missing
Eig02_EA.bo.numeric28 unique values
0 missing
MATS1vnumeric37 unique values
0 missing
CATS2D_02_LLnumeric24 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
MATS2enumeric32 unique values
0 missing
MATS5inumeric39 unique values
0 missing
Eig02_EA.ed.numeric17 unique values
0 missing
MATS2inumeric37 unique values
0 missing
ATSC4snumeric43 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
MATS2mnumeric36 unique values
0 missing
CATS2D_03_LLnumeric26 unique values
0 missing
Eig03_AEA.bo.numeric30 unique values
0 missing
MATS2pnumeric36 unique values
0 missing
MATS1inumeric36 unique values
0 missing
Eig03_AEA.dm.numeric25 unique values
0 missing
MATS2snumeric36 unique values
0 missing
SsCH3numeric42 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
MATS2vnumeric35 unique values
0 missing
GATS7enumeric45 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
MATS3enumeric34 unique values
0 missing
GATS7snumeric43 unique values
0 missing
Eig03_EAnumeric18 unique values
0 missing
MATS3inumeric34 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
Eig03_EA.bo.numeric30 unique values
0 missing
MATS3mnumeric38 unique values
0 missing
MATS7enumeric44 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
MATS3pnumeric37 unique values
0 missing
MATS7snumeric44 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
MATS3snumeric33 unique values
0 missing
AACnumeric36 unique values
0 missing
Eig03_EA.ri.numeric18 unique values
0 missing
MATS3vnumeric37 unique values
0 missing
AECCnumeric32 unique values
0 missing
Eig04_AEA.bo.numeric26 unique values
0 missing
MATS4enumeric36 unique values
0 missing
ALOGPnumeric38 unique values
0 missing
Eig04_AEA.dm.numeric31 unique values
0 missing
MATS4inumeric34 unique values
0 missing
ALOGP2numeric38 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
MATS4mnumeric36 unique values
0 missing
AMRnumeric38 unique values
0 missing
Eig04_AEA.ri.numeric19 unique values
0 missing
MATS4pnumeric30 unique values
0 missing
AMWnumeric37 unique values
0 missing
Eig04_EAnumeric18 unique values
0 missing
MATS4snumeric33 unique values
0 missing
ARRnumeric21 unique values
0 missing
Eig04_EA.bo.numeric28 unique values
0 missing
MATS4vnumeric33 unique values
0 missing
ATS1enumeric36 unique values
0 missing
Eig04_EA.dm.numeric9 unique values
0 missing
MATS5enumeric43 unique values
0 missing
ATS1inumeric37 unique values
0 missing
Eig04_EA.ed.numeric18 unique values
0 missing
MATS5mnumeric41 unique values
0 missing
ATS1mnumeric37 unique values
0 missing
Eig04_EA.ri.numeric19 unique values
0 missing
MATS5snumeric43 unique values
0 missing
ATS1pnumeric37 unique values
0 missing
Eig05_AEA.bo.numeric33 unique values
0 missing
MATS5vnumeric39 unique values
0 missing
ATS1snumeric39 unique values
0 missing
Eig05_AEA.dm.numeric26 unique values
0 missing
MATS6enumeric41 unique values
0 missing
ATS1vnumeric37 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
MATS6inumeric41 unique values
0 missing
ATS2enumeric37 unique values
0 missing
Eig05_AEA.ri.numeric23 unique values
0 missing
MATS6mnumeric30 unique values
0 missing
ATS2inumeric37 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
MATS6pnumeric38 unique values
0 missing
ATS2mnumeric37 unique values
0 missing
Eig05_EA.bo.numeric32 unique values
0 missing
MATS6snumeric41 unique values
0 missing
ATS2pnumeric38 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
MATS6vnumeric36 unique values
0 missing
ATS2snumeric39 unique values
0 missing
Eig05_EA.ed.numeric19 unique values
0 missing
MATS7inumeric44 unique values
0 missing
ATS2vnumeric38 unique values
0 missing
Eig05_EA.ri.numeric24 unique values
0 missing
MATS7mnumeric40 unique values
0 missing
ATS3enumeric33 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
MATS7pnumeric41 unique values
0 missing
ATS3inumeric39 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
MATS7vnumeric42 unique values
0 missing
ATS3mnumeric39 unique values
0 missing
Eig06_AEA.ed.numeric18 unique values
0 missing
MATS8enumeric43 unique values
0 missing
ATS3pnumeric39 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
MATS8inumeric44 unique values
0 missing
ATS3snumeric39 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
MATS8mnumeric41 unique values
0 missing
ATS3vnumeric39 unique values
0 missing
Eig06_EA.bo.numeric20 unique values
0 missing
MATS8pnumeric42 unique values
0 missing
ATS4enumeric39 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
MATS8snumeric45 unique values
0 missing
ATS4inumeric34 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
MATS8vnumeric41 unique values
0 missing
ATS4mnumeric39 unique values
0 missing
Eig06_EA.ri.numeric23 unique values
0 missing
MAXDNnumeric45 unique values
0 missing
ATS4pnumeric39 unique values
0 missing
Eig07_AEA.bo.numeric26 unique values
0 missing
MCDnumeric22 unique values
0 missing
ATS4snumeric43 unique values
0 missing
Eig07_AEA.dm.numeric22 unique values
0 missing
MDDDnumeric32 unique values
0 missing
ATS4vnumeric39 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
Minumeric17 unique values
0 missing
ATS5enumeric39 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
MLOGPnumeric38 unique values
0 missing
ATS5inumeric43 unique values
0 missing
Eig07_EAnumeric22 unique values
0 missing
MLOGP2numeric38 unique values
0 missing
ATS5mnumeric40 unique values
0 missing
Eig07_EA.bo.numeric24 unique values
0 missing
Mpnumeric28 unique values
0 missing
ATS5pnumeric43 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
MPC01numeric24 unique values
0 missing
ATS5snumeric43 unique values
0 missing
Eig07_EA.ed.numeric19 unique values
0 missing
MPC02numeric26 unique values
0 missing
ATS5vnumeric43 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
MPC03numeric30 unique values
0 missing
ATS6enumeric40 unique values
0 missing
Eig08_AEA.bo.numeric28 unique values
0 missing
MPC04numeric31 unique values
0 missing
ATS6inumeric41 unique values
0 missing
Eig08_AEA.dm.numeric24 unique values
0 missing
MPC05numeric30 unique values
0 missing
ATS6mnumeric40 unique values
0 missing
Eig08_AEA.ed.numeric20 unique values
0 missing
MPC06numeric29 unique values
0 missing
ATS6pnumeric41 unique values
0 missing
Eig08_AEA.ri.numeric24 unique values
0 missing
MPC07numeric31 unique values
0 missing
ATS6snumeric45 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
MPC08numeric30 unique values
0 missing
ATS6vnumeric41 unique values
0 missing
Eig08_EA.bo.numeric31 unique values
0 missing
MPC09numeric30 unique values
0 missing
ATS7enumeric43 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
MPC10numeric29 unique values
0 missing
ATS7inumeric45 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
MSDnumeric32 unique values
0 missing
ATS7mnumeric44 unique values
0 missing
Eig08_EA.ri.numeric24 unique values
0 missing
Mvnumeric34 unique values
0 missing
ATS7pnumeric42 unique values
0 missing
Eig09_AEA.bo.numeric33 unique values
0 missing
MWnumeric37 unique values
0 missing
ATS7snumeric44 unique values
0 missing
Eig09_AEA.dm.numeric27 unique values
0 missing
MWC01numeric24 unique values
0 missing
ATS7vnumeric42 unique values
0 missing
Eig09_AEA.ed.numeric21 unique values
0 missing
MWC02numeric26 unique values
0 missing
ATS8enumeric44 unique values
0 missing
Eig09_AEA.ri.numeric27 unique values
0 missing
MWC03numeric29 unique values
0 missing
ATS8inumeric45 unique values
0 missing
Eig09_EAnumeric26 unique values
0 missing
MWC04numeric31 unique values
0 missing
ATS8mnumeric45 unique values
0 missing
Eig09_EA.bo.numeric33 unique values
0 missing
MWC05numeric31 unique values
0 missing
ATS8pnumeric45 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
MWC06numeric31 unique values
0 missing
ATS8snumeric41 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
MWC07numeric32 unique values
0 missing
ATS8vnumeric45 unique values
0 missing
Eig09_EA.ri.numeric25 unique values
0 missing
MWC08numeric32 unique values
0 missing
ATSC1enumeric30 unique values
0 missing
Eig10_AEA.bo.numeric30 unique values
0 missing
MWC09numeric32 unique values
0 missing
ATSC1inumeric38 unique values
0 missing
Eig10_AEA.dm.numeric31 unique values
0 missing
MWC10numeric32 unique values
0 missing
ATSC1mnumeric38 unique values
0 missing
Eig10_AEA.ed.numeric22 unique values
0 missing
N.numeric19 unique values
0 missing
ATSC1pnumeric38 unique values
0 missing
Eig10_AEA.ri.numeric30 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC1snumeric39 unique values
0 missing
Eig10_EAnumeric29 unique values
0 missing
N.071numeric3 unique values
0 missing
ATSC1vnumeric38 unique values
0 missing
Eig10_EA.bo.numeric26 unique values
0 missing
N.072numeric5 unique values
0 missing
ATSC2enumeric35 unique values
0 missing
Eig10_EA.dm.numeric4 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC2inumeric38 unique values
0 missing
Eig10_EA.ed.numeric24 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
ATSC2mnumeric38 unique values
0 missing
Eig10_EA.ri.numeric30 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATSC2pnumeric38 unique values
0 missing
Eig11_AEA.bo.numeric29 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATSC2snumeric39 unique values
0 missing
Eig11_AEA.dm.numeric30 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC2vnumeric38 unique values
0 missing
Eig11_AEA.ed.numeric21 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATSC3enumeric39 unique values
0 missing
Eig11_AEA.ri.numeric31 unique values
0 missing
nABnumeric6 unique values
0 missing
ATSC3inumeric39 unique values
0 missing
Eig11_EAnumeric31 unique values
0 missing
nArNR2numeric3 unique values
0 missing
ATSC3mnumeric39 unique values
0 missing
Eig11_EA.bo.numeric27 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATSC3pnumeric39 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
nArXnumeric2 unique values
0 missing
ATSC3snumeric43 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
nATnumeric28 unique values
0 missing
ATSC3vnumeric39 unique values
0 missing
Eig11_EA.ri.numeric29 unique values
0 missing
nBMnumeric10 unique values
0 missing
ATSC4enumeric37 unique values
0 missing
Eig12_AEA.bo.numeric27 unique values
0 missing
nBnznumeric5 unique values
0 missing
ATSC4inumeric39 unique values
0 missing
Eig12_AEA.dm.numeric33 unique values
0 missing
nBOnumeric24 unique values
0 missing
ATSC4mnumeric39 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
nBTnumeric31 unique values
0 missing
ATSC4pnumeric39 unique values
0 missing
Eig12_AEA.ri.numeric26 unique values
0 missing
nCnumeric21 unique values
0 missing
ATSC4vnumeric39 unique values
0 missing
Eig12_EAnumeric31 unique values
0 missing
nCarnumeric7 unique values
0 missing
ATSC5enumeric42 unique values
0 missing
Eig12_EA.bo.numeric21 unique values
0 missing
nCb.numeric7 unique values
0 missing
ATSC5inumeric43 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
nCbHnumeric6 unique values
0 missing
ATSC5mnumeric43 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATSC5pnumeric43 unique values
0 missing
Eig12_EA.ri.numeric27 unique values
0 missing
nCICnumeric6 unique values
0 missing
ATSC5snumeric45 unique values
0 missing
Eig13_AEA.bo.numeric26 unique values
0 missing
nCIRnumeric7 unique values
0 missing
ATSC5vnumeric43 unique values
0 missing
Eig13_AEA.dm.numeric33 unique values
0 missing
nCpnumeric8 unique values
0 missing
ATSC6inumeric41 unique values
0 missing
Eig13_AEA.ed.numeric19 unique values
0 missing
nCqnumeric2 unique values
0 missing
ATSC6mnumeric41 unique values
0 missing
Eig13_AEA.ri.numeric27 unique values
0 missing
nCrqnumeric2 unique values
0 missing
ATSC6pnumeric41 unique values
0 missing
Eig13_EAnumeric31 unique values
0 missing
nCrsnumeric6 unique values
0 missing
ATSC6snumeric44 unique values
0 missing
Eig13_EA.bo.numeric30 unique values
0 missing
nCrtnumeric5 unique values
0 missing
ATSC6vnumeric41 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
nCsnumeric18 unique values
0 missing
ATSC7enumeric43 unique values
0 missing
Eig13_EA.ed.numeric18 unique values
0 missing
nCsp2numeric10 unique values
0 missing
ATSC7inumeric41 unique values
0 missing
Eig13_EA.ri.numeric29 unique values
0 missing
nCsp3numeric20 unique values
0 missing
ATSC7mnumeric45 unique values
0 missing
Eig14_AEA.bo.numeric30 unique values
0 missing
nCtnumeric8 unique values
0 missing
ATSC7pnumeric45 unique values
0 missing
Eig14_AEA.dm.numeric33 unique values
0 missing
nDBnumeric5 unique values
0 missing
ATSC7snumeric45 unique values
0 missing
Eig14_AEA.ed.numeric21 unique values
0 missing
NdOnumeric4 unique values
0 missing
ATSC7vnumeric45 unique values
0 missing
Eig14_AEA.ri.numeric27 unique values
0 missing
NdsCHnumeric4 unique values
0 missing
ATSC8enumeric44 unique values
0 missing
Eig14_EAnumeric26 unique values
0 missing
NdssCnumeric5 unique values
0 missing
ATSC8inumeric45 unique values
0 missing
Eig14_EA.bo.numeric25 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC8mnumeric45 unique values
0 missing
Eig14_EA.dm.numeric5 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC8pnumeric45 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
nFnumeric2 unique values
0 missing
ATSC8snumeric45 unique values
0 missing
Eig14_EA.ri.numeric27 unique values
0 missing
nHnumeric22 unique values
0 missing
ATSC8vnumeric45 unique values
0 missing
Eig15_AEA.bo.numeric32 unique values
0 missing
nHAccnumeric8 unique values
0 missing
BACnumeric13 unique values
0 missing
Eig15_AEA.dm.numeric33 unique values
0 missing
nHDonnumeric6 unique values
0 missing
BBInumeric26 unique values
0 missing
Eig15_AEA.ed.numeric20 unique values
0 missing
nHetnumeric8 unique values
0 missing
BIC0numeric32 unique values
0 missing
Eig15_AEA.ri.numeric27 unique values
0 missing
nNnumeric6 unique values
0 missing
BIC1numeric37 unique values
0 missing
Eig15_EAnumeric26 unique values
0 missing
NNRSnumeric5 unique values
0 missing
BIC2numeric34 unique values
0 missing
Eig15_EA.bo.numeric38 unique values
0 missing
nOnumeric8 unique values
0 missing
BIC3numeric37 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
nOHpnumeric3 unique values
0 missing
BIC4numeric34 unique values
0 missing
Eig15_EA.ed.numeric32 unique values
0 missing
nOHtnumeric3 unique values
0 missing
BIC5numeric33 unique values
0 missing
Eig15_EA.ri.numeric27 unique values
0 missing
nOxazolesnumeric2 unique values
0 missing
BIDnumeric26 unique values
0 missing
Eta_alphanumeric30 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
BLInumeric37 unique values
0 missing
Eta_alpha_Anumeric19 unique values
0 missing
nR03numeric2 unique values
0 missing
BLTA96numeric36 unique values
0 missing
Eta_Bnumeric16 unique values
0 missing
nR05numeric3 unique values
0 missing
BLTD48numeric38 unique values
0 missing
Eta_B_Anumeric20 unique values
0 missing
nR06numeric5 unique values
0 missing
BLTF96numeric38 unique values
0 missing
Eta_betanumeric33 unique values
0 missing
nR07numeric2 unique values
0 missing
C.numeric34 unique values
0 missing
Eta_beta_Anumeric38 unique values
0 missing
nR08numeric3 unique values
0 missing
C.001numeric8 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
nR10numeric3 unique values
0 missing
C.002numeric17 unique values
0 missing
Eta_betaP_Anumeric35 unique values
0 missing
nR11numeric2 unique values
0 missing
C.003numeric7 unique values
0 missing
Eta_betaSnumeric27 unique values
0 missing
nR12numeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_betaS_Anumeric27 unique values
0 missing
nRCOnumeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_Cnumeric45 unique values
0 missing
nRCONHRnumeric5 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_epsinumeric37 unique values
0 missing
nRCOORnumeric3 unique values
0 missing
C.008numeric4 unique values
0 missing
Eta_epsi_Anumeric34 unique values
0 missing
nR.Csnumeric4 unique values
0 missing
C.011numeric3 unique values
0 missing
Eta_Fnumeric45 unique values
0 missing
nR.Ctnumeric3 unique values
0 missing
C.016numeric4 unique values
0 missing
Eta_F_Anumeric44 unique values
0 missing
nRNR2numeric2 unique values
0 missing
C.017numeric3 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
nROHnumeric3 unique values
0 missing
C.024numeric5 unique values
0 missing
Eta_FL_Anumeric35 unique values
0 missing
nRORnumeric3 unique values
0 missing
C.025numeric5 unique values
0 missing
Eta_Lnumeric39 unique values
0 missing
NRSnumeric4 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_L_Anumeric36 unique values
0 missing
NsCH3numeric7 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_sh_pnumeric28 unique values
0 missing
NsFnumeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
nSKnumeric21 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_sh_ynumeric28 unique values
0 missing
NsOHnumeric3 unique values
0 missing
C.038numeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
NssCH2numeric15 unique values
0 missing
C.040numeric5 unique values
0 missing
GATS1enumeric22 unique values
0 missing
NssNHnumeric5 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1inumeric32 unique values
0 missing
NssOnumeric5 unique values
0 missing
CATS2D_01_LLnumeric21 unique values
0 missing
GATS1mnumeric36 unique values
0 missing
NsssCHnumeric9 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS1pnumeric37 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS1snumeric35 unique values
0 missing
NssssCnumeric3 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
GATS1vnumeric35 unique values
0 missing
nXnumeric2 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
GATS2enumeric31 unique values
0 missing
O.numeric33 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
GATS2inumeric38 unique values
0 missing
O.056numeric3 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
GATS2mnumeric37 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS2pnumeric37 unique values
0 missing
O.058numeric4 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS2snumeric33 unique values
0 missing
O.059numeric3 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
GATS2vnumeric38 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS3enumeric32 unique values
0 missing
ON0numeric31 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS3inumeric33 unique values
0 missing
ON0Vnumeric36 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS3mnumeric38 unique values
0 missing
ON1numeric30 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3pnumeric36 unique values
0 missing
ON1Vnumeric38 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS3vnumeric36 unique values
0 missing
PCDnumeric39 unique values
0 missing
CATS2D_04_LLnumeric23 unique values
0 missing
GATS4enumeric35 unique values
0 missing
PCRnumeric37 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS4inumeric34 unique values
0 missing
PDInumeric33 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
GATS4mnumeric35 unique values
0 missing
PHInumeric38 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS4pnumeric32 unique values
0 missing
piIDnumeric39 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS4snumeric37 unique values
0 missing
piPC01numeric32 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS4vnumeric33 unique values
0 missing
piPC02numeric36 unique values
0 missing
CATS2D_05_LLnumeric21 unique values
0 missing
GATS5enumeric41 unique values
0 missing
piPC03numeric36 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS5inumeric40 unique values
0 missing
piPC04numeric36 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
GATS5mnumeric42 unique values
0 missing
piPC05numeric40 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS5snumeric41 unique values
0 missing
piPC06numeric39 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS5vnumeric39 unique values
0 missing
piPC07numeric39 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
GATS6enumeric41 unique values
0 missing
piPC08numeric40 unique values
0 missing
CATS2D_06_LLnumeric18 unique values
0 missing
GATS6inumeric38 unique values
0 missing
piPC09numeric34 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS6mnumeric37 unique values
0 missing
piPC10numeric35 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GATS6pnumeric39 unique values
0 missing
PJI2numeric14 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS6snumeric43 unique values
0 missing
Polnumeric24 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
GATS6vnumeric40 unique values
0 missing
Psi_e_0numeric43 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GATS7inumeric42 unique values
0 missing
Psi_e_1numeric42 unique values
0 missing
CATS2D_07_LLnumeric23 unique values
0 missing
GATS7mnumeric43 unique values
0 missing
Psi_e_Anumeric38 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS7pnumeric45 unique values
0 missing
Psi_i_0numeric38 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GATS7vnumeric43 unique values
0 missing
Psi_i_1numeric39 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS8enumeric43 unique values
0 missing
Psi_i_Anumeric38 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS8inumeric39 unique values
0 missing
Psi_i_snumeric31 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GATS8mnumeric42 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
CATS2D_08_LLnumeric21 unique values
0 missing
GATS8pnumeric45 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
GATS8snumeric44 unique values
0 missing
P_VSA_e_1numeric26 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GATS8vnumeric44 unique values
0 missing
P_VSA_e_2numeric38 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GGI1numeric12 unique values
0 missing
P_VSA_e_3numeric7 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI10numeric16 unique values
0 missing
P_VSA_e_5numeric11 unique values
0 missing
CATS2D_09_LLnumeric19 unique values
0 missing
GGI2numeric13 unique values
0 missing
P_VSA_e_6numeric2 unique values
0 missing
CENTnumeric32 unique values
0 missing
GGI3numeric16 unique values
0 missing
P_VSA_i_2numeric38 unique values
0 missing
Chi0_AEA.bo.numeric31 unique values
0 missing
GGI4numeric15 unique values
0 missing
P_VSA_i_3numeric33 unique values
0 missing
Chi0_AEA.dm.numeric31 unique values
0 missing
GGI5numeric16 unique values
0 missing
P_VSA_i_4numeric7 unique values
0 missing
Chi0_AEA.ed.numeric31 unique values
0 missing
GGI6numeric17 unique values
0 missing
P_VSA_LogP_1numeric11 unique values
0 missing
Chi0_AEA.ri.numeric31 unique values
0 missing
GGI7numeric21 unique values
0 missing
P_VSA_LogP_2numeric31 unique values
0 missing
Chi0_EAnumeric31 unique values
0 missing
GGI8numeric18 unique values
0 missing
P_VSA_LogP_3numeric10 unique values
0 missing
Chi0_EA.bo.numeric39 unique values
0 missing
GGI9numeric22 unique values
0 missing
P_VSA_LogP_4numeric11 unique values
0 missing
Chi0_EA.dm.numeric22 unique values
0 missing
GMTInumeric32 unique values
0 missing
P_VSA_LogP_5numeric10 unique values
0 missing
Chi0_EA.ed.numeric31 unique values
0 missing
GMTIVnumeric45 unique values
0 missing
P_VSA_LogP_6numeric2 unique values
0 missing
Chi0_EA.ri.numeric31 unique values
0 missing
GNarnumeric31 unique values
0 missing
P_VSA_LogP_7numeric27 unique values
0 missing
Chi1_AEA.bo.numeric31 unique values
0 missing
H.numeric31 unique values
0 missing
P_VSA_m_1numeric26 unique values
0 missing
Chi1_AEA.dm.numeric31 unique values
0 missing
H.046numeric24 unique values
0 missing
P_VSA_m_2numeric38 unique values
0 missing
Chi1_AEA.ed.numeric31 unique values
0 missing
H.047numeric12 unique values
0 missing
P_VSA_m_3numeric11 unique values
0 missing
Chi1_AEA.ri.numeric31 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_MR_1numeric29 unique values
0 missing
Chi1_EAnumeric31 unique values
0 missing
H.050numeric6 unique values
0 missing
P_VSA_MR_2numeric10 unique values
0 missing
Chi1_EA.bo.numeric39 unique values
0 missing
H.051numeric6 unique values
0 missing
P_VSA_MR_3numeric5 unique values
0 missing
Chi1_EA.dm.numeric21 unique values
0 missing
H.052numeric7 unique values
0 missing
P_VSA_MR_5numeric38 unique values
0 missing
Chi1_EA.ed.numeric31 unique values
0 missing
H.053numeric4 unique values
0 missing
P_VSA_MR_6numeric11 unique values
0 missing
Chi1_EA.ri.numeric31 unique values
0 missing
HDcpxnumeric32 unique values
0 missing
P_VSA_MR_7numeric5 unique values
0 missing
CIC0numeric36 unique values
0 missing
HNarnumeric31 unique values
0 missing
P_VSA_p_1numeric27 unique values
0 missing
CIC1numeric38 unique values
0 missing
HVcpxnumeric32 unique values
0 missing
P_VSA_p_2numeric11 unique values
0 missing
CIC2numeric39 unique values
0 missing
Hynumeric30 unique values
0 missing
P_VSA_p_3numeric38 unique values
0 missing
CIC3numeric37 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_s_2numeric26 unique values
0 missing
CIC4numeric35 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_s_3numeric31 unique values
0 missing
CIC5numeric36 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
P_VSA_s_4numeric21 unique values
0 missing
CIDnumeric31 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_s_5numeric5 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IACnumeric37 unique values
0 missing
P_VSA_s_6numeric11 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC0numeric36 unique values
0 missing
P_VSA_v_1numeric26 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC1numeric39 unique values
0 missing
P_VSA_v_2numeric11 unique values
0 missing
CSInumeric32 unique values
0 missing
IC2numeric39 unique values
0 missing
P_VSA_v_3numeric38 unique values
0 missing
DBInumeric25 unique values
0 missing
IC3numeric36 unique values
0 missing
PW2numeric26 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
IC4numeric37 unique values
0 missing
PW3numeric28 unique values
0 missing
D.Dtr06numeric25 unique values
0 missing
IC5numeric38 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
ICRnumeric32 unique values
0 missing
D.Dtr08numeric12 unique values
0 missing
IDDEnumeric32 unique values
0 missing
D.Dtr10numeric12 unique values
0 missing
IDDMnumeric30 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
IDEnumeric32 unique values
0 missing
D.Dtr12numeric14 unique values
0 missing
IDETnumeric32 unique values
0 missing
DECCnumeric32 unique values
0 missing
IDMnumeric32 unique values
0 missing
DELSnumeric45 unique values
0 missing
IDMTnumeric32 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
DLS_01numeric4 unique values
0 missing
Infective.80numeric2 unique values
0 missing
DLS_02numeric6 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ISIZnumeric28 unique values
0 missing
DLS_04numeric5 unique values
0 missing
IVDEnumeric28 unique values
0 missing
DLS_05numeric2 unique values
0 missing
IVDMnumeric31 unique values
0 missing
DLS_06numeric6 unique values
0 missing
JGI1numeric30 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI10numeric9 unique values
0 missing
DLS_consnumeric16 unique values
0 missing
JGI2numeric25 unique values
0 missing
Dznumeric25 unique values
0 missing
JGI3numeric23 unique values
0 missing
ECCnumeric32 unique values
0 missing
JGI4numeric19 unique values
0 missing
Eig01_AEA.bo.numeric25 unique values
0 missing
JGI5numeric20 unique values
0 missing
Eig01_AEA.dm.numeric23 unique values
0 missing
JGI6numeric19 unique values
0 missing
Eig01_AEA.ed.numeric14 unique values
0 missing
JGI7numeric13 unique values
0 missing
Eig01_AEA.ri.numeric15 unique values
0 missing
JGI8numeric11 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
JGI9numeric10 unique values
0 missing
Eig01_EA.bo.numeric24 unique values
0 missing
JGTnumeric29 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
47
Number of instances (rows) of the dataset.
NumberOfFeatures
744
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
743
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
15.83
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.87
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
0.75
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.23
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
371.11
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
0.41
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
0.75
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
47
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.5
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
88190.69
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
0.35
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
6.19
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.86
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
6.86
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
0.85
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
108353.99
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.39
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.77
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
0.6
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
2.18
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
318.56
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.06
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.24
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.22
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-CHEMBL2213
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2213
0 runs - estimation_procedure: 50 times Clustering
Define a new task