Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726

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: CHEMBL3726 (TID: 10791), and it has 39 rows and 656 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.

658 features

pXC50 (target)numeric33 unique values
0 missing
molecule_id (row identifier)nominal39 unique values
0 missing
DELSnumeric39 unique values
0 missing
IDMnumeric22 unique values
0 missing
ATSC4mnumeric39 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDMTnumeric22 unique values
0 missing
ATSC2pnumeric38 unique values
0 missing
DLS_01numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATSC2vnumeric38 unique values
0 missing
DLS_02numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATSC3mnumeric39 unique values
0 missing
DLS_03numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
ATSC4vnumeric39 unique values
0 missing
DLS_04numeric7 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
GATS4mnumeric39 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ISIZnumeric11 unique values
0 missing
MAXDPnumeric38 unique values
0 missing
DLS_06numeric3 unique values
0 missing
IVDEnumeric12 unique values
0 missing
SpMaxA_EA.dm.numeric18 unique values
0 missing
DLS_07numeric2 unique values
0 missing
IVDMnumeric14 unique values
0 missing
SpMAD_EA.dm.numeric19 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
JGI1numeric17 unique values
0 missing
Eig02_AEA.dm.numeric36 unique values
0 missing
Dznumeric29 unique values
0 missing
JGI10numeric3 unique values
0 missing
AACnumeric18 unique values
0 missing
ECCnumeric22 unique values
0 missing
JGI2numeric19 unique values
0 missing
AECCnumeric21 unique values
0 missing
Eig01_AEA.bo.numeric22 unique values
0 missing
JGI3numeric15 unique values
0 missing
ALOGPnumeric39 unique values
0 missing
Eig01_AEA.dm.numeric32 unique values
0 missing
JGI4numeric17 unique values
0 missing
ALOGP2numeric39 unique values
0 missing
Eig01_AEA.ed.numeric19 unique values
0 missing
JGI5numeric13 unique values
0 missing
AMRnumeric39 unique values
0 missing
Eig01_AEA.ri.numeric34 unique values
0 missing
JGI6numeric10 unique values
0 missing
AMWnumeric29 unique values
0 missing
Eig01_EAnumeric21 unique values
0 missing
JGI7numeric12 unique values
0 missing
ARRnumeric15 unique values
0 missing
Eig01_EA.bo.numeric19 unique values
0 missing
JGI8numeric8 unique values
0 missing
ATS1enumeric30 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
JGI9numeric4 unique values
0 missing
ATS1inumeric30 unique values
0 missing
Eig01_EA.ed.numeric21 unique values
0 missing
JGTnumeric20 unique values
0 missing
ATS1mnumeric29 unique values
0 missing
Eig01_EA.ri.numeric38 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ATS1pnumeric30 unique values
0 missing
Eig02_AEA.bo.numeric23 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATS1snumeric33 unique values
0 missing
Eig02_AEA.ed.numeric22 unique values
0 missing
LOCnumeric14 unique values
0 missing
ATS1vnumeric31 unique values
0 missing
Eig02_AEA.ri.numeric38 unique values
0 missing
LPRSnumeric22 unique values
0 missing
ATS2enumeric35 unique values
0 missing
Eig02_EAnumeric22 unique values
0 missing
MATS1enumeric30 unique values
0 missing
ATS2inumeric34 unique values
0 missing
Eig02_EA.bo.numeric24 unique values
0 missing
MATS1inumeric31 unique values
0 missing
ATS2mnumeric38 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS1mnumeric22 unique values
0 missing
ATS2pnumeric38 unique values
0 missing
Eig02_EA.ed.numeric22 unique values
0 missing
MATS1pnumeric28 unique values
0 missing
ATS2snumeric36 unique values
0 missing
Eig02_EA.ri.numeric38 unique values
0 missing
MATS1snumeric32 unique values
0 missing
ATS2vnumeric37 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
MATS1vnumeric29 unique values
0 missing
ATS3enumeric36 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
MATS2enumeric37 unique values
0 missing
ATS3inumeric36 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
MATS2inumeric36 unique values
0 missing
ATS3mnumeric39 unique values
0 missing
Eig03_AEA.ri.numeric30 unique values
0 missing
MATS2mnumeric34 unique values
0 missing
ATS3pnumeric39 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
MATS2pnumeric36 unique values
0 missing
ATS3snumeric38 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
MATS2snumeric35 unique values
0 missing
ATS3vnumeric38 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS2vnumeric33 unique values
0 missing
ATS4enumeric37 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
MATS3enumeric38 unique values
0 missing
ATS4inumeric38 unique values
0 missing
Eig03_EA.ri.numeric35 unique values
0 missing
MATS3inumeric37 unique values
0 missing
ATS4mnumeric39 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
MATS3mnumeric39 unique values
0 missing
ATS4pnumeric39 unique values
0 missing
Eig04_AEA.dm.numeric27 unique values
0 missing
MATS3pnumeric39 unique values
0 missing
ATS4snumeric37 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
MATS3snumeric39 unique values
0 missing
ATS4vnumeric38 unique values
0 missing
Eig04_AEA.ri.numeric32 unique values
0 missing
MATS3vnumeric39 unique values
0 missing
ATS5enumeric39 unique values
0 missing
Eig04_EAnumeric20 unique values
0 missing
MATS4enumeric38 unique values
0 missing
ATS5inumeric39 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
MATS4inumeric39 unique values
0 missing
ATS5mnumeric39 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS4mnumeric36 unique values
0 missing
ATS5pnumeric39 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MATS4pnumeric38 unique values
0 missing
ATS5snumeric38 unique values
0 missing
Eig04_EA.ri.numeric36 unique values
0 missing
MATS4snumeric39 unique values
0 missing
ATS5vnumeric38 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
MATS4vnumeric39 unique values
0 missing
ATS6enumeric39 unique values
0 missing
Eig05_AEA.dm.numeric37 unique values
0 missing
MATS5enumeric36 unique values
0 missing
ATS6inumeric39 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
MATS5inumeric38 unique values
0 missing
ATS6mnumeric39 unique values
0 missing
Eig05_AEA.ri.numeric36 unique values
0 missing
MATS5mnumeric38 unique values
0 missing
ATS6pnumeric39 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
MATS5pnumeric38 unique values
0 missing
ATS6snumeric38 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
MATS5snumeric36 unique values
0 missing
ATS6vnumeric39 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS5vnumeric39 unique values
0 missing
ATS7enumeric31 unique values
0 missing
Eig05_EA.ed.numeric22 unique values
0 missing
MATS6enumeric36 unique values
0 missing
ATS7inumeric32 unique values
0 missing
Eig05_EA.ri.numeric36 unique values
0 missing
MATS6inumeric37 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
Eig06_AEA.bo.numeric23 unique values
0 missing
MATS6mnumeric39 unique values
0 missing
ATS7pnumeric32 unique values
0 missing
Eig06_AEA.dm.numeric36 unique values
0 missing
MATS6pnumeric39 unique values
0 missing
ATS7snumeric32 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
MATS6snumeric37 unique values
0 missing
ATS7vnumeric32 unique values
0 missing
Eig06_AEA.ri.numeric30 unique values
0 missing
MATS6vnumeric38 unique values
0 missing
ATS8enumeric24 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
MATS7enumeric37 unique values
0 missing
ATS8inumeric24 unique values
0 missing
Eig06_EA.bo.numeric23 unique values
0 missing
MATS7inumeric37 unique values
0 missing
ATS8mnumeric24 unique values
0 missing
Eig06_EA.ed.numeric21 unique values
0 missing
MATS7mnumeric37 unique values
0 missing
ATS8pnumeric23 unique values
0 missing
Eig06_EA.ri.numeric31 unique values
0 missing
MATS7pnumeric36 unique values
0 missing
ATS8snumeric24 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
MATS7snumeric35 unique values
0 missing
ATS8vnumeric24 unique values
0 missing
Eig07_AEA.dm.numeric32 unique values
0 missing
MATS7vnumeric35 unique values
0 missing
ATSC1enumeric30 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
MATS8enumeric33 unique values
0 missing
ATSC1inumeric30 unique values
0 missing
Eig07_AEA.ri.numeric36 unique values
0 missing
MATS8inumeric29 unique values
0 missing
ATSC1mnumeric31 unique values
0 missing
Eig07_EAnumeric21 unique values
0 missing
MATS8mnumeric33 unique values
0 missing
ATSC1pnumeric31 unique values
0 missing
Eig07_EA.bo.numeric22 unique values
0 missing
MATS8pnumeric33 unique values
0 missing
ATSC1snumeric33 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MATS8snumeric35 unique values
0 missing
ATSC1vnumeric31 unique values
0 missing
Eig07_EA.ed.numeric22 unique values
0 missing
MATS8vnumeric33 unique values
0 missing
ATSC2enumeric35 unique values
0 missing
Eig07_EA.ri.numeric33 unique values
0 missing
MAXDNnumeric36 unique values
0 missing
ATSC2inumeric33 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
MCDnumeric15 unique values
0 missing
ATSC2mnumeric38 unique values
0 missing
Eig08_AEA.dm.numeric28 unique values
0 missing
MDDDnumeric22 unique values
0 missing
ATSC2snumeric39 unique values
0 missing
Eig08_AEA.ed.numeric22 unique values
0 missing
Menumeric25 unique values
0 missing
ATSC3enumeric38 unique values
0 missing
Eig08_AEA.ri.numeric35 unique values
0 missing
Minumeric16 unique values
0 missing
ATSC3inumeric37 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
MLOGPnumeric34 unique values
0 missing
ATSC3pnumeric39 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
MLOGP2numeric34 unique values
0 missing
ATSC3snumeric39 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
Mpnumeric25 unique values
0 missing
ATSC3vnumeric39 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATSC4enumeric37 unique values
0 missing
Eig08_EA.ri.numeric35 unique values
0 missing
MPC02numeric13 unique values
0 missing
ATSC4inumeric39 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
MPC03numeric14 unique values
0 missing
ATSC4pnumeric39 unique values
0 missing
Eig09_AEA.dm.numeric28 unique values
0 missing
MPC04numeric16 unique values
0 missing
ATSC4snumeric39 unique values
0 missing
Eig09_AEA.ed.numeric21 unique values
0 missing
MPC05numeric16 unique values
0 missing
ATSC5enumeric39 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
MPC06numeric17 unique values
0 missing
ATSC5inumeric39 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
MPC07numeric18 unique values
0 missing
ATSC5mnumeric39 unique values
0 missing
Eig09_EA.bo.numeric22 unique values
0 missing
MPC08numeric18 unique values
0 missing
ATSC5pnumeric39 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MPC09numeric18 unique values
0 missing
ATSC5snumeric39 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
MPC10numeric18 unique values
0 missing
ATSC5vnumeric39 unique values
0 missing
Eig09_EA.ri.numeric33 unique values
0 missing
MSDnumeric22 unique values
0 missing
ATSC6enumeric39 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
Mvnumeric27 unique values
0 missing
ATSC6inumeric39 unique values
0 missing
Eig10_AEA.dm.numeric32 unique values
0 missing
MWnumeric29 unique values
0 missing
ATSC6mnumeric39 unique values
0 missing
Eig10_AEA.ed.numeric21 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATSC6pnumeric39 unique values
0 missing
Eig10_AEA.ri.numeric30 unique values
0 missing
MWC02numeric14 unique values
0 missing
ATSC6snumeric39 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
MWC03numeric20 unique values
0 missing
ATSC6vnumeric39 unique values
0 missing
Eig10_EA.bo.numeric22 unique values
0 missing
MWC04numeric22 unique values
0 missing
ATSC7enumeric36 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
MWC05numeric20 unique values
0 missing
ATSC7inumeric36 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
MWC06numeric22 unique values
0 missing
ATSC7mnumeric37 unique values
0 missing
Eig10_EA.ri.numeric32 unique values
0 missing
MWC07numeric22 unique values
0 missing
ATSC7pnumeric37 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
MWC08numeric22 unique values
0 missing
ATSC7snumeric37 unique values
0 missing
Eig11_AEA.dm.numeric30 unique values
0 missing
MWC09numeric22 unique values
0 missing
ATSC7vnumeric37 unique values
0 missing
Eig11_AEA.ed.numeric20 unique values
0 missing
MWC10numeric22 unique values
0 missing
ATSC8enumeric35 unique values
0 missing
Eig11_AEA.ri.numeric30 unique values
0 missing
N.numeric15 unique values
0 missing
ATSC8inumeric33 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC8mnumeric35 unique values
0 missing
Eig11_EA.bo.numeric23 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC8pnumeric34 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC8snumeric35 unique values
0 missing
Eig11_EA.ed.numeric19 unique values
0 missing
N.070numeric3 unique values
0 missing
ATSC8vnumeric35 unique values
0 missing
Eig11_EA.ri.numeric34 unique values
0 missing
N.071numeric3 unique values
0 missing
BACnumeric8 unique values
0 missing
Eig12_AEA.bo.numeric21 unique values
0 missing
N.072numeric2 unique values
0 missing
BBInumeric13 unique values
0 missing
Eig12_AEA.dm.numeric34 unique values
0 missing
N.073numeric2 unique values
0 missing
BIC0numeric17 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
N.074numeric2 unique values
0 missing
BIC1numeric22 unique values
0 missing
Eig12_AEA.ri.numeric32 unique values
0 missing
N.075numeric4 unique values
0 missing
BIC2numeric19 unique values
0 missing
Eig12_EAnumeric14 unique values
0 missing
N.076numeric2 unique values
0 missing
BIC3numeric18 unique values
0 missing
Eig12_EA.bo.numeric22 unique values
0 missing
N.077numeric2 unique values
0 missing
BIC4numeric18 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
NaaCHnumeric3 unique values
0 missing
BIC5numeric18 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
NaaNnumeric4 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig12_EA.ri.numeric31 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
BLInumeric35 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
NaasCnumeric5 unique values
0 missing
BLTA96numeric33 unique values
0 missing
Eig13_AEA.dm.numeric26 unique values
0 missing
NaasNnumeric2 unique values
0 missing
BLTD48numeric32 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
nABnumeric5 unique values
0 missing
BLTF96numeric32 unique values
0 missing
Eig13_AEA.ri.numeric26 unique values
0 missing
nArNH2numeric2 unique values
0 missing
Br.094numeric3 unique values
0 missing
Eig13_EAnumeric19 unique values
0 missing
nArNHRnumeric3 unique values
0 missing
C.numeric9 unique values
0 missing
Eig13_EA.bo.numeric19 unique values
0 missing
nArNO2numeric2 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
nArNR2numeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig13_EA.ed.numeric19 unique values
0 missing
nArOHnumeric3 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig13_EA.ri.numeric25 unique values
0 missing
nArXnumeric3 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
nATnumeric11 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig14_AEA.dm.numeric22 unique values
0 missing
nAzetidinesnumeric2 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
nBMnumeric8 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig14_AEA.ri.numeric28 unique values
0 missing
nBOnumeric12 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
nBRnumeric3 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig14_EA.bo.numeric17 unique values
0 missing
nBTnumeric12 unique values
0 missing
C.020numeric2 unique values
0 missing
Eig14_EA.dm.numeric4 unique values
0 missing
nCnumeric8 unique values
0 missing
C.024numeric2 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
nCarnumeric4 unique values
0 missing
C.025numeric2 unique values
0 missing
Eig14_EA.ri.numeric26 unique values
0 missing
nCconjnumeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
nCconjXnumeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig15_AEA.dm.numeric19 unique values
0 missing
nCICnumeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
nCIRnumeric3 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig15_AEA.ri.numeric22 unique values
0 missing
nCLnumeric3 unique values
0 missing
C.032numeric3 unique values
0 missing
Eig15_EAnumeric16 unique values
0 missing
nCONNnumeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
nCpnumeric3 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
nCrsnumeric5 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
nCrtnumeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig15_EA.ri.numeric23 unique values
0 missing
nCsnumeric5 unique values
0 missing
C.042numeric2 unique values
0 missing
Eta_alphanumeric29 unique values
0 missing
C.044numeric2 unique values
0 missing
Eta_alpha_Anumeric25 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_beta_Anumeric29 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
CATS2D_01_DPnumeric2 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
Eta_betaSnumeric26 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eta_betaS_Anumeric27 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
Eta_Cnumeric39 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_C_Anumeric36 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_epsinumeric29 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eta_epsi_Anumeric27 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eta_Fnumeric39 unique values
0 missing
CATS2D_02_DPnumeric4 unique values
0 missing
Eta_F_Anumeric36 unique values
0 missing
CATS2D_02_LLnumeric3 unique values
0 missing
Eta_FLnumeric35 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eta_FL_Anumeric33 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
Eta_Lnumeric39 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
Eta_L_Anumeric32 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_sh_pnumeric29 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_sh_ynumeric30 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS1enumeric30 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS1inumeric30 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS1mnumeric26 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS1pnumeric31 unique values
0 missing
CATS2D_03_PPnumeric2 unique values
0 missing
GATS1snumeric33 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS1vnumeric30 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
GATS2enumeric35 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
GATS2inumeric37 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
GATS2mnumeric33 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
GATS2pnumeric37 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS2snumeric36 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
GATS2vnumeric38 unique values
0 missing
CATS2D_04_LLnumeric2 unique values
0 missing
GATS3enumeric38 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS3inumeric37 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS3mnumeric36 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
GATS3pnumeric36 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
GATS3snumeric34 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS3vnumeric38 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS4enumeric37 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS4inumeric38 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS4pnumeric38 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
GATS4snumeric38 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS4vnumeric37 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS5enumeric38 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
GATS5inumeric36 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS5mnumeric39 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS5pnumeric39 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS5snumeric38 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS5vnumeric37 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
GATS6enumeric38 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS6inumeric36 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS6mnumeric38 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
GATS6pnumeric38 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS6snumeric39 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS6vnumeric39 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
GATS7enumeric34 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS7inumeric35 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS7mnumeric34 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
GATS7pnumeric35 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS7snumeric35 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS7vnumeric34 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
GATS8enumeric29 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS8inumeric27 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS8mnumeric29 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS8pnumeric29 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GATS8snumeric29 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS8vnumeric29 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
GGI10numeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI2numeric11 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
GGI3numeric19 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
GGI4numeric18 unique values
0 missing
CENTnumeric22 unique values
0 missing
GGI5numeric19 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
GGI6numeric16 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
GGI7numeric13 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
GGI8numeric9 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
GGI9numeric5 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
GMTInumeric22 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
Chi0_EA.dm.numeric32 unique values
0 missing
GNarnumeric13 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
H.numeric14 unique values
0 missing
Chi0_EA.ri.numeric39 unique values
0 missing
H.046numeric4 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
H.047numeric8 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
H.050numeric5 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
H.052numeric5 unique values
0 missing
Chi1_EA.dm.numeric33 unique values
0 missing
H.053numeric3 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
H.054numeric2 unique values
0 missing
Chi1_EA.ri.numeric39 unique values
0 missing
HDcpxnumeric20 unique values
0 missing
CIC0numeric18 unique values
0 missing
HNarnumeric13 unique values
0 missing
CIC1numeric21 unique values
0 missing
HVcpxnumeric21 unique values
0 missing
CIC2numeric19 unique values
0 missing
Hynumeric18 unique values
0 missing
CIC3numeric18 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC4numeric18 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
CIC5numeric18 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIDnumeric17 unique values
0 missing
IACnumeric18 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IC0numeric18 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC1numeric21 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC2numeric19 unique values
0 missing
CSInumeric22 unique values
0 missing
IC3numeric17 unique values
0 missing
DBInumeric11 unique values
0 missing
IC4numeric17 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
IC5numeric17 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
ICRnumeric21 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
IDDEnumeric21 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
IDDMnumeric21 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
IDEnumeric22 unique values
0 missing
DECCnumeric22 unique values
0 missing
IDETnumeric22 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
39
Number of instances (rows) of the dataset.
NumberOfFeatures
658
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
657
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.43
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.02
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
39
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.91
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.22
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
8538.05
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.19
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
0.15
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
-6.24
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.15
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
6.24
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0.23
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.89
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
6271.73
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.12
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
3.2
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
-0.44
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
26.11
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.22
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.23
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
0.72
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
16.87
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
0.85
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
0.52
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
17.24
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.32
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-CHEMBL3726
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3726
0 runs - estimation_procedure: 50 times Clustering
Define a new task