Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935

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: CHEMBL1935 (TID: 30), and it has 45 rows and 741 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.

743 features

pXC50 (target)numeric33 unique values
0 missing
molecule_id (row identifier)nominal45 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGI7numeric10 unique values
0 missing
GATS4snumeric44 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI8numeric10 unique values
0 missing
GATS6snumeric41 unique values
0 missing
DLS_06numeric3 unique values
0 missing
JGI9numeric7 unique values
0 missing
GATS4enumeric41 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGTnumeric37 unique values
0 missing
SsOHnumeric44 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
LLS_01numeric5 unique values
0 missing
AACnumeric33 unique values
0 missing
Dznumeric30 unique values
0 missing
LLS_02numeric4 unique values
0 missing
AECCnumeric39 unique values
0 missing
ECCnumeric39 unique values
0 missing
LOCnumeric35 unique values
0 missing
ALOGPnumeric43 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
LPRSnumeric39 unique values
0 missing
ALOGP2numeric45 unique values
0 missing
Eig01_AEA.dm.numeric16 unique values
0 missing
MATS1enumeric35 unique values
0 missing
AMRnumeric45 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
MATS1inumeric35 unique values
0 missing
AMWnumeric36 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
MATS1mnumeric34 unique values
0 missing
ARRnumeric17 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
MATS1pnumeric34 unique values
0 missing
ATS1enumeric36 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
MATS1snumeric43 unique values
0 missing
ATS1inumeric38 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
MATS1vnumeric30 unique values
0 missing
ATS1mnumeric38 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
MATS2enumeric45 unique values
0 missing
ATS1pnumeric37 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
MATS2inumeric36 unique values
0 missing
ATS1snumeric45 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
MATS2mnumeric40 unique values
0 missing
ATS1vnumeric41 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
MATS2pnumeric39 unique values
0 missing
ATS2enumeric41 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
MATS2snumeric42 unique values
0 missing
ATS2inumeric42 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
MATS2vnumeric38 unique values
0 missing
ATS2mnumeric41 unique values
0 missing
Eig02_EAnumeric18 unique values
0 missing
MATS3enumeric39 unique values
0 missing
ATS2pnumeric45 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
MATS3inumeric37 unique values
0 missing
ATS2snumeric44 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS3mnumeric42 unique values
0 missing
ATS2vnumeric44 unique values
0 missing
Eig02_EA.ed.numeric14 unique values
0 missing
MATS3pnumeric39 unique values
0 missing
ATS3enumeric44 unique values
0 missing
Eig02_EA.ri.numeric15 unique values
0 missing
MATS3snumeric41 unique values
0 missing
ATS3inumeric44 unique values
0 missing
Eig03_AEA.bo.numeric20 unique values
0 missing
MATS3vnumeric36 unique values
0 missing
ATS3mnumeric45 unique values
0 missing
Eig03_AEA.dm.numeric21 unique values
0 missing
MATS4enumeric39 unique values
0 missing
ATS3pnumeric44 unique values
0 missing
Eig03_AEA.ed.numeric21 unique values
0 missing
MATS4inumeric38 unique values
0 missing
ATS3snumeric44 unique values
0 missing
Eig03_AEA.ri.numeric24 unique values
0 missing
MATS4mnumeric41 unique values
0 missing
ATS3vnumeric42 unique values
0 missing
Eig03_EAnumeric22 unique values
0 missing
MATS4pnumeric41 unique values
0 missing
ATS4enumeric44 unique values
0 missing
Eig03_EA.bo.numeric17 unique values
0 missing
MATS4snumeric43 unique values
0 missing
ATS4inumeric41 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
MATS4vnumeric43 unique values
0 missing
ATS4mnumeric43 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
MATS5enumeric37 unique values
0 missing
ATS4pnumeric44 unique values
0 missing
Eig03_EA.ri.numeric25 unique values
0 missing
MATS5inumeric35 unique values
0 missing
ATS4snumeric42 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
MATS5mnumeric44 unique values
0 missing
ATS4vnumeric43 unique values
0 missing
Eig04_AEA.dm.numeric20 unique values
0 missing
MATS5pnumeric35 unique values
0 missing
ATS5enumeric45 unique values
0 missing
Eig04_AEA.ed.numeric18 unique values
0 missing
MATS5snumeric39 unique values
0 missing
ATS5inumeric43 unique values
0 missing
Eig04_AEA.ri.numeric27 unique values
0 missing
MATS5vnumeric37 unique values
0 missing
ATS5mnumeric42 unique values
0 missing
Eig04_EAnumeric27 unique values
0 missing
MATS6enumeric40 unique values
0 missing
ATS5pnumeric43 unique values
0 missing
Eig04_EA.bo.numeric21 unique values
0 missing
MATS6inumeric37 unique values
0 missing
ATS5snumeric44 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
MATS6mnumeric43 unique values
0 missing
ATS5vnumeric44 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MATS6pnumeric36 unique values
0 missing
ATS6enumeric41 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
MATS6snumeric42 unique values
0 missing
ATS6inumeric42 unique values
0 missing
Eig05_AEA.bo.numeric25 unique values
0 missing
MATS6vnumeric42 unique values
0 missing
ATS6mnumeric42 unique values
0 missing
Eig05_AEA.dm.numeric25 unique values
0 missing
MATS7enumeric42 unique values
0 missing
ATS6pnumeric43 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
MATS7inumeric41 unique values
0 missing
ATS6snumeric44 unique values
0 missing
Eig05_AEA.ri.numeric36 unique values
0 missing
MATS7mnumeric40 unique values
0 missing
ATS6vnumeric42 unique values
0 missing
Eig05_EAnumeric33 unique values
0 missing
MATS7pnumeric37 unique values
0 missing
ATS7enumeric44 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
MATS7snumeric42 unique values
0 missing
ATS7inumeric44 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
MATS7vnumeric42 unique values
0 missing
ATS7mnumeric42 unique values
0 missing
Eig05_EA.ri.numeric36 unique values
0 missing
MATS8enumeric36 unique values
0 missing
ATS7pnumeric44 unique values
0 missing
Eig06_AEA.bo.numeric25 unique values
0 missing
MATS8inumeric39 unique values
0 missing
ATS7snumeric44 unique values
0 missing
Eig06_AEA.dm.numeric31 unique values
0 missing
MATS8mnumeric41 unique values
0 missing
ATS7vnumeric44 unique values
0 missing
Eig06_AEA.ed.numeric19 unique values
0 missing
MATS8pnumeric44 unique values
0 missing
ATS8enumeric45 unique values
0 missing
Eig06_AEA.ri.numeric40 unique values
0 missing
MATS8snumeric39 unique values
0 missing
ATS8inumeric43 unique values
0 missing
Eig06_EAnumeric36 unique values
0 missing
MATS8vnumeric39 unique values
0 missing
ATS8mnumeric42 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
MAXDNnumeric42 unique values
0 missing
ATS8pnumeric44 unique values
0 missing
Eig06_EA.ed.numeric21 unique values
0 missing
MAXDPnumeric45 unique values
0 missing
ATS8snumeric43 unique values
0 missing
Eig06_EA.ri.numeric38 unique values
0 missing
MCDnumeric19 unique values
0 missing
ATS8vnumeric45 unique values
0 missing
Eig07_AEA.bo.numeric25 unique values
0 missing
MDDDnumeric39 unique values
0 missing
ATSC1enumeric36 unique values
0 missing
Eig07_AEA.dm.numeric41 unique values
0 missing
Menumeric27 unique values
0 missing
ATSC1inumeric35 unique values
0 missing
Eig07_AEA.ed.numeric20 unique values
0 missing
Minumeric21 unique values
0 missing
ATSC1mnumeric41 unique values
0 missing
Eig07_AEA.ri.numeric37 unique values
0 missing
MLOGPnumeric37 unique values
0 missing
ATSC1pnumeric41 unique values
0 missing
Eig07_EAnumeric36 unique values
0 missing
MLOGP2numeric37 unique values
0 missing
ATSC1snumeric45 unique values
0 missing
Eig07_EA.bo.numeric23 unique values
0 missing
Mpnumeric32 unique values
0 missing
ATSC1vnumeric41 unique values
0 missing
Eig07_EA.ed.numeric24 unique values
0 missing
MPC01numeric16 unique values
0 missing
ATSC2enumeric43 unique values
0 missing
Eig07_EA.ri.numeric35 unique values
0 missing
MPC02numeric19 unique values
0 missing
ATSC2inumeric41 unique values
0 missing
Eig08_AEA.bo.numeric38 unique values
0 missing
MPC03numeric21 unique values
0 missing
ATSC2mnumeric44 unique values
0 missing
Eig08_AEA.dm.numeric40 unique values
0 missing
MPC04numeric21 unique values
0 missing
ATSC2pnumeric45 unique values
0 missing
Eig08_AEA.ed.numeric33 unique values
0 missing
MPC05numeric21 unique values
0 missing
ATSC2snumeric45 unique values
0 missing
Eig08_AEA.ri.numeric31 unique values
0 missing
MPC06numeric23 unique values
0 missing
ATSC2vnumeric45 unique values
0 missing
Eig08_EAnumeric29 unique values
0 missing
MPC07numeric25 unique values
0 missing
ATSC3enumeric42 unique values
0 missing
Eig08_EA.bo.numeric30 unique values
0 missing
MPC08numeric25 unique values
0 missing
ATSC3inumeric45 unique values
0 missing
Eig08_EA.ed.numeric35 unique values
0 missing
MPC09numeric27 unique values
0 missing
ATSC3mnumeric45 unique values
0 missing
Eig08_EA.ri.numeric31 unique values
0 missing
MPC10numeric31 unique values
0 missing
ATSC3pnumeric45 unique values
0 missing
Eig09_AEA.bo.numeric28 unique values
0 missing
MSDnumeric39 unique values
0 missing
ATSC3snumeric45 unique values
0 missing
Eig09_AEA.dm.numeric38 unique values
0 missing
Mvnumeric32 unique values
0 missing
ATSC3vnumeric45 unique values
0 missing
Eig09_AEA.ed.numeric26 unique values
0 missing
MWnumeric36 unique values
0 missing
ATSC4enumeric45 unique values
0 missing
Eig09_AEA.ri.numeric34 unique values
0 missing
MWC01numeric16 unique values
0 missing
ATSC4inumeric43 unique values
0 missing
Eig09_EAnumeric32 unique values
0 missing
MWC02numeric30 unique values
0 missing
ATSC4mnumeric45 unique values
0 missing
Eig09_EA.bo.numeric28 unique values
0 missing
MWC03numeric36 unique values
0 missing
ATSC4pnumeric45 unique values
0 missing
Eig09_EA.ed.numeric31 unique values
0 missing
MWC04numeric36 unique values
0 missing
ATSC4snumeric45 unique values
0 missing
Eig09_EA.ri.numeric36 unique values
0 missing
MWC05numeric37 unique values
0 missing
ATSC4vnumeric45 unique values
0 missing
Eig10_AEA.bo.numeric28 unique values
0 missing
MWC06numeric38 unique values
0 missing
ATSC5enumeric44 unique values
0 missing
Eig10_AEA.dm.numeric34 unique values
0 missing
MWC07numeric37 unique values
0 missing
ATSC5inumeric43 unique values
0 missing
Eig10_AEA.ed.numeric25 unique values
0 missing
MWC08numeric38 unique values
0 missing
ATSC5mnumeric45 unique values
0 missing
Eig10_AEA.ri.numeric31 unique values
0 missing
MWC09numeric36 unique values
0 missing
ATSC5pnumeric45 unique values
0 missing
Eig10_EAnumeric25 unique values
0 missing
MWC10numeric37 unique values
0 missing
ATSC5snumeric45 unique values
0 missing
Eig10_EA.bo.numeric32 unique values
0 missing
N.numeric3 unique values
0 missing
ATSC5vnumeric45 unique values
0 missing
Eig10_EA.ed.numeric28 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC6enumeric42 unique values
0 missing
Eig10_EA.ri.numeric29 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
ATSC6inumeric42 unique values
0 missing
Eig11_AEA.bo.numeric37 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATSC6mnumeric44 unique values
0 missing
Eig11_AEA.dm.numeric32 unique values
0 missing
nABnumeric2 unique values
0 missing
ATSC6pnumeric42 unique values
0 missing
Eig11_AEA.ed.numeric33 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC6snumeric45 unique values
0 missing
Eig11_AEA.ri.numeric37 unique values
0 missing
nArOHnumeric3 unique values
0 missing
ATSC6vnumeric44 unique values
0 missing
Eig11_EAnumeric33 unique values
0 missing
nArORnumeric4 unique values
0 missing
ATSC7enumeric45 unique values
0 missing
Eig11_EA.bo.numeric42 unique values
0 missing
nATnumeric23 unique values
0 missing
ATSC7inumeric44 unique values
0 missing
Eig11_EA.ed.numeric32 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATSC7mnumeric45 unique values
0 missing
Eig11_EA.ri.numeric39 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATSC7pnumeric44 unique values
0 missing
Eig12_AEA.bo.numeric37 unique values
0 missing
nBOnumeric16 unique values
0 missing
ATSC7snumeric45 unique values
0 missing
Eig12_AEA.dm.numeric32 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC7vnumeric45 unique values
0 missing
Eig12_AEA.ed.numeric36 unique values
0 missing
nBTnumeric25 unique values
0 missing
ATSC8enumeric42 unique values
0 missing
Eig12_AEA.ri.numeric41 unique values
0 missing
nCnumeric14 unique values
0 missing
ATSC8inumeric45 unique values
0 missing
Eig12_EAnumeric37 unique values
0 missing
nCarnumeric2 unique values
0 missing
ATSC8mnumeric45 unique values
0 missing
Eig12_EA.bo.numeric41 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATSC8pnumeric45 unique values
0 missing
Eig12_EA.ed.numeric37 unique values
0 missing
nCbHnumeric5 unique values
0 missing
ATSC8snumeric45 unique values
0 missing
Eig12_EA.ri.numeric42 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATSC8vnumeric45 unique values
0 missing
Eig13_AEA.bo.numeric37 unique values
0 missing
nCH2RXnumeric2 unique values
0 missing
BACnumeric27 unique values
0 missing
Eig13_AEA.dm.numeric37 unique values
0 missing
nCICnumeric3 unique values
0 missing
BBInumeric19 unique values
0 missing
Eig13_AEA.ed.numeric37 unique values
0 missing
nCIRnumeric3 unique values
0 missing
BIC0numeric31 unique values
0 missing
Eig13_AEA.ri.numeric40 unique values
0 missing
nCLnumeric2 unique values
0 missing
BIC1numeric31 unique values
0 missing
Eig13_EAnumeric37 unique values
0 missing
nCpnumeric3 unique values
0 missing
BIC2numeric36 unique values
0 missing
Eig13_EA.bo.numeric41 unique values
0 missing
nCrsnumeric4 unique values
0 missing
BIC3numeric34 unique values
0 missing
Eig13_EA.ed.numeric37 unique values
0 missing
nCrtnumeric2 unique values
0 missing
BIC4numeric30 unique values
0 missing
Eig13_EA.ri.numeric42 unique values
0 missing
nCsnumeric12 unique values
0 missing
BIC5numeric30 unique values
0 missing
Eig14_AEA.bo.numeric38 unique values
0 missing
nCsp2numeric5 unique values
0 missing
BIDnumeric25 unique values
0 missing
Eig14_AEA.dm.numeric42 unique values
0 missing
nCsp3numeric13 unique values
0 missing
BLInumeric39 unique values
0 missing
Eig14_AEA.ed.numeric36 unique values
0 missing
nCtnumeric2 unique values
0 missing
BLTA96numeric37 unique values
0 missing
Eig14_AEA.ri.numeric43 unique values
0 missing
nCXrnumeric2 unique values
0 missing
BLTD48numeric37 unique values
0 missing
Eig14_EAnumeric37 unique values
0 missing
nDBnumeric3 unique values
0 missing
BLTF96numeric36 unique values
0 missing
Eig14_EA.bo.numeric40 unique values
0 missing
NdCH2numeric2 unique values
0 missing
Br.091numeric2 unique values
0 missing
Eig14_EA.ed.numeric38 unique values
0 missing
NdOnumeric2 unique values
0 missing
C.numeric25 unique values
0 missing
Eig14_EA.ri.numeric44 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig15_AEA.bo.numeric39 unique values
0 missing
NdssCnumeric3 unique values
0 missing
C.002numeric12 unique values
0 missing
Eig15_AEA.dm.numeric45 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_AEA.ed.numeric33 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig15_AEA.ri.numeric41 unique values
0 missing
nHnumeric18 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig15_EAnumeric36 unique values
0 missing
nHAccnumeric7 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig15_EA.bo.numeric40 unique values
0 missing
nHDonnumeric6 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig15_EA.ed.numeric37 unique values
0 missing
nHetnumeric7 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig15_EA.ri.numeric36 unique values
0 missing
nHMnumeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
Eta_alphanumeric31 unique values
0 missing
nNnumeric2 unique values
0 missing
C.017numeric3 unique values
0 missing
Eta_alpha_Anumeric23 unique values
0 missing
NNRSnumeric3 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
nOnumeric7 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_B_Anumeric15 unique values
0 missing
nOHpnumeric2 unique values
0 missing
C.024numeric5 unique values
0 missing
Eta_betanumeric30 unique values
0 missing
nOHsnumeric3 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_beta_Anumeric36 unique values
0 missing
nR06numeric3 unique values
0 missing
C.026numeric5 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
nR10numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_betaP_Anumeric30 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_betaSnumeric29 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_betaS_Anumeric29 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_Cnumeric45 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_C_Anumeric42 unique values
0 missing
nR.Ctnumeric3 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_epsinumeric36 unique values
0 missing
nRNH2numeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_epsi_Anumeric32 unique values
0 missing
nROHnumeric4 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
Eta_Fnumeric45 unique values
0 missing
nRORnumeric3 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_F_Anumeric44 unique values
0 missing
NRSnumeric2 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_FLnumeric29 unique values
0 missing
NsBrnumeric2 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eta_FL_Anumeric39 unique values
0 missing
NsCH3numeric3 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eta_Lnumeric45 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
Eta_L_Anumeric39 unique values
0 missing
nSKnumeric17 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eta_sh_pnumeric35 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
Eta_sh_ynumeric36 unique values
0 missing
NsOHnumeric6 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS1enumeric37 unique values
0 missing
NssCH2numeric13 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS1inumeric39 unique values
0 missing
NssOnumeric5 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS1mnumeric38 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS1pnumeric39 unique values
0 missing
nXnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS1snumeric43 unique values
0 missing
O.numeric34 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS1vnumeric40 unique values
0 missing
O.056numeric4 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS2enumeric44 unique values
0 missing
O.057numeric3 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS2inumeric39 unique values
0 missing
O.058numeric2 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS2mnumeric42 unique values
0 missing
O.059numeric3 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS2pnumeric43 unique values
0 missing
O.060numeric4 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS2snumeric44 unique values
0 missing
ON0numeric32 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
GATS2vnumeric41 unique values
0 missing
ON0Vnumeric41 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS3enumeric43 unique values
0 missing
ON1numeric37 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3inumeric35 unique values
0 missing
ON1Vnumeric44 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS3mnumeric38 unique values
0 missing
PCDnumeric30 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
GATS3pnumeric39 unique values
0 missing
PCRnumeric29 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
GATS3snumeric39 unique values
0 missing
PDInumeric32 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS3vnumeric40 unique values
0 missing
PHInumeric40 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
GATS4inumeric38 unique values
0 missing
piIDnumeric26 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS4mnumeric42 unique values
0 missing
piPC01numeric19 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS4pnumeric41 unique values
0 missing
piPC02numeric23 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS4vnumeric37 unique values
0 missing
piPC03numeric23 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS5enumeric42 unique values
0 missing
piPC04numeric26 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS5inumeric34 unique values
0 missing
piPC05numeric31 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
GATS5mnumeric44 unique values
0 missing
piPC06numeric31 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS5pnumeric38 unique values
0 missing
piPC07numeric33 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS5snumeric41 unique values
0 missing
piPC08numeric34 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS5vnumeric38 unique values
0 missing
piPC09numeric35 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS6enumeric43 unique values
0 missing
piPC10numeric35 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS6inumeric40 unique values
0 missing
PJI2numeric9 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS6mnumeric44 unique values
0 missing
Polnumeric21 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS6pnumeric36 unique values
0 missing
Psi_e_0numeric45 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS6vnumeric38 unique values
0 missing
Psi_e_1numeric44 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
GATS7enumeric43 unique values
0 missing
Psi_e_Anumeric44 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS7inumeric35 unique values
0 missing
Psi_i_0numeric44 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS7mnumeric42 unique values
0 missing
Psi_i_1numeric45 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS7pnumeric42 unique values
0 missing
Psi_i_Anumeric44 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS7snumeric45 unique values
0 missing
Psi_i_snumeric44 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS7vnumeric42 unique values
0 missing
Psi_i_tnumeric3 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS8enumeric43 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS8inumeric42 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GATS8mnumeric43 unique values
0 missing
P_VSA_e_1numeric23 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GATS8pnumeric43 unique values
0 missing
P_VSA_e_2numeric43 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS8snumeric45 unique values
0 missing
P_VSA_e_3numeric3 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS8vnumeric42 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GGI1numeric7 unique values
0 missing
P_VSA_e_5numeric13 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GGI10numeric25 unique values
0 missing
P_VSA_i_2numeric43 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI2numeric8 unique values
0 missing
P_VSA_i_3numeric38 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GGI3numeric11 unique values
0 missing
P_VSA_i_4numeric2 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
GGI4numeric14 unique values
0 missing
P_VSA_LogP_1numeric4 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
GGI5numeric14 unique values
0 missing
P_VSA_LogP_2numeric29 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI6numeric17 unique values
0 missing
P_VSA_LogP_3numeric10 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GGI7numeric22 unique values
0 missing
P_VSA_LogP_4numeric10 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
GGI8numeric20 unique values
0 missing
P_VSA_LogP_5numeric7 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GGI9numeric22 unique values
0 missing
P_VSA_LogP_6numeric3 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GMTInumeric39 unique values
0 missing
P_VSA_LogP_7numeric22 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GMTIVnumeric45 unique values
0 missing
P_VSA_LogP_8numeric2 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GNarnumeric32 unique values
0 missing
P_VSA_m_1numeric23 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
H.numeric31 unique values
0 missing
P_VSA_m_2numeric43 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
H.046numeric15 unique values
0 missing
P_VSA_m_3numeric13 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
H.047numeric9 unique values
0 missing
P_VSA_m_4numeric2 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
H.048numeric3 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
CENTnumeric38 unique values
0 missing
H.050numeric6 unique values
0 missing
P_VSA_MR_1numeric19 unique values
0 missing
Chi0_AEA.bo.numeric39 unique values
0 missing
H.051numeric2 unique values
0 missing
P_VSA_MR_2numeric18 unique values
0 missing
Chi0_AEA.dm.numeric39 unique values
0 missing
H.052numeric6 unique values
0 missing
P_VSA_MR_3numeric6 unique values
0 missing
Chi0_AEA.ed.numeric39 unique values
0 missing
H.053numeric2 unique values
0 missing
P_VSA_MR_4numeric2 unique values
0 missing
Chi0_AEA.ri.numeric39 unique values
0 missing
H.054numeric2 unique values
0 missing
P_VSA_MR_5numeric32 unique values
0 missing
Chi0_EAnumeric39 unique values
0 missing
HDcpxnumeric32 unique values
0 missing
P_VSA_MR_6numeric10 unique values
0 missing
Chi0_EA.bo.numeric42 unique values
0 missing
HNarnumeric33 unique values
0 missing
P_VSA_MR_7numeric5 unique values
0 missing
Chi0_EA.dm.numeric24 unique values
0 missing
HVcpxnumeric38 unique values
0 missing
P_VSA_MR_8numeric2 unique values
0 missing
Chi0_EA.ed.numeric39 unique values
0 missing
Hynumeric38 unique values
0 missing
P_VSA_p_1numeric23 unique values
0 missing
Chi0_EA.ri.numeric44 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_p_2numeric14 unique values
0 missing
Chi1_AEA.bo.numeric38 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_p_3numeric43 unique values
0 missing
Chi1_AEA.dm.numeric38 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
P_VSA_s_2numeric26 unique values
0 missing
Chi1_AEA.ed.numeric38 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_s_3numeric38 unique values
0 missing
Chi1_AEA.ri.numeric38 unique values
0 missing
IACnumeric36 unique values
0 missing
P_VSA_s_4numeric11 unique values
0 missing
Chi1_EAnumeric38 unique values
0 missing
IC0numeric33 unique values
0 missing
P_VSA_s_5numeric2 unique values
0 missing
Chi1_EA.bo.numeric42 unique values
0 missing
IC1numeric40 unique values
0 missing
Chi1_EA.dm.numeric23 unique values
0 missing
IC2numeric44 unique values
0 missing
Chi1_EA.ed.numeric39 unique values
0 missing
IC3numeric39 unique values
0 missing
Chi1_EA.ri.numeric44 unique values
0 missing
IC4numeric43 unique values
0 missing
CIC0numeric35 unique values
0 missing
IC5numeric43 unique values
0 missing
CIC1numeric40 unique values
0 missing
ICRnumeric36 unique values
0 missing
CIC2numeric41 unique values
0 missing
IDDEnumeric31 unique values
0 missing
CIC3numeric43 unique values
0 missing
IDDMnumeric38 unique values
0 missing
CIC4numeric39 unique values
0 missing
IDEnumeric38 unique values
0 missing
CIC5numeric41 unique values
0 missing
IDETnumeric39 unique values
0 missing
CIDnumeric35 unique values
0 missing
IDMnumeric39 unique values
0 missing
Cl.086numeric2 unique values
0 missing
IDMTnumeric39 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
CSInumeric38 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DBInumeric21 unique values
0 missing
ISIZnumeric23 unique values
0 missing
D.Dtr06numeric39 unique values
0 missing
IVDEnumeric33 unique values
0 missing
D.Dtr10numeric39 unique values
0 missing
IVDMnumeric34 unique values
0 missing
DECCnumeric38 unique values
0 missing
JGI1numeric28 unique values
0 missing
DELSnumeric45 unique values
0 missing
JGI10numeric10 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI2numeric23 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI3numeric21 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI4numeric19 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI5numeric15 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI6numeric12 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
45
Number of instances (rows) of the dataset.
NumberOfFeatures
743
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
742
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.33
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.09
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
45
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.76
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
5.11
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
27141.24
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.07
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.71
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.9
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
6.71
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0.09
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.91
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
13291.67
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.4
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.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
5.02
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
-0.66
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
88.13
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.15
First quartile of standard deviation of 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.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Quartile2KurtosisOfNumericAtts
0.99
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
16.51
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.69
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.26
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
44.81
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.01
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1935
0 runs - estimation_procedure: 50 times Clustering
Define a new task