Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794

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: CHEMBL2794 (TID: 10881), and it has 23 rows and 775 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.

777 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal23 unique values
0 missing
DECCnumeric15 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
P_VSA_MR_2numeric7 unique values
0 missing
GATS4mnumeric23 unique values
0 missing
DELSnumeric23 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
SpMin5_Bh.s.numeric13 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ISIZnumeric14 unique values
0 missing
P_VSA_MR_5numeric13 unique values
0 missing
P_VSA_LogP_3numeric7 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IVDEnumeric13 unique values
0 missing
P_VSA_MR_7numeric8 unique values
0 missing
P_VSA_MR_6numeric16 unique values
0 missing
DLS_01numeric2 unique values
0 missing
IVDMnumeric13 unique values
0 missing
P_VSA_MR_8numeric3 unique values
0 missing
GATS2enumeric20 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI1numeric14 unique values
0 missing
P_VSA_p_1numeric12 unique values
0 missing
AACnumeric18 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI10numeric7 unique values
0 missing
P_VSA_p_2numeric8 unique values
0 missing
AECCnumeric15 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI2numeric11 unique values
0 missing
P_VSA_p_3numeric20 unique values
0 missing
ALOGPnumeric21 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI3numeric12 unique values
0 missing
ALOGP2numeric21 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
JGI4numeric10 unique values
0 missing
AMRnumeric21 unique values
0 missing
Dznumeric18 unique values
0 missing
JGI5numeric10 unique values
0 missing
AMWnumeric20 unique values
0 missing
ECCnumeric14 unique values
0 missing
JGI6numeric9 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig01_AEA.bo.numeric14 unique values
0 missing
JGI7numeric10 unique values
0 missing
ATS1enumeric20 unique values
0 missing
Eig01_AEA.dm.numeric17 unique values
0 missing
JGI8numeric8 unique values
0 missing
ATS1inumeric20 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
JGI9numeric8 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
JGTnumeric15 unique values
0 missing
ATS1pnumeric20 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ATS1snumeric23 unique values
0 missing
Eig01_EA.bo.numeric12 unique values
0 missing
LLS_02numeric2 unique values
0 missing
ATS1vnumeric19 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
LOCnumeric12 unique values
0 missing
ATS2enumeric21 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
LPRSnumeric15 unique values
0 missing
ATS2inumeric20 unique values
0 missing
Eig01_EA.ri.numeric14 unique values
0 missing
MATS1enumeric18 unique values
0 missing
ATS2mnumeric21 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
MATS1inumeric19 unique values
0 missing
ATS2pnumeric21 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
MATS1mnumeric19 unique values
0 missing
ATS2snumeric22 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
MATS1pnumeric19 unique values
0 missing
ATS2vnumeric21 unique values
0 missing
Eig02_AEA.ri.numeric21 unique values
0 missing
MATS1snumeric18 unique values
0 missing
ATS3enumeric21 unique values
0 missing
Eig02_EAnumeric15 unique values
0 missing
MATS1vnumeric19 unique values
0 missing
ATS3inumeric23 unique values
0 missing
Eig02_EA.bo.numeric18 unique values
0 missing
MATS2enumeric21 unique values
0 missing
ATS3mnumeric23 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS2inumeric20 unique values
0 missing
ATS3pnumeric23 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
MATS2mnumeric20 unique values
0 missing
ATS3snumeric23 unique values
0 missing
Eig02_EA.ri.numeric21 unique values
0 missing
MATS2pnumeric21 unique values
0 missing
ATS3vnumeric23 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
MATS2snumeric21 unique values
0 missing
ATS4enumeric23 unique values
0 missing
Eig03_AEA.dm.numeric23 unique values
0 missing
MATS2vnumeric20 unique values
0 missing
ATS4inumeric23 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
MATS3enumeric22 unique values
0 missing
ATS4mnumeric23 unique values
0 missing
Eig03_AEA.ri.numeric20 unique values
0 missing
MATS3inumeric22 unique values
0 missing
ATS4pnumeric23 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
MATS3mnumeric22 unique values
0 missing
ATS4snumeric23 unique values
0 missing
Eig03_EA.bo.numeric16 unique values
0 missing
MATS3pnumeric23 unique values
0 missing
ATS4vnumeric22 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
MATS3snumeric21 unique values
0 missing
ATS5enumeric23 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
MATS3vnumeric23 unique values
0 missing
ATS5inumeric23 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
MATS4enumeric22 unique values
0 missing
ATS5mnumeric22 unique values
0 missing
Eig04_AEA.bo.numeric16 unique values
0 missing
MATS4inumeric23 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
Eig04_AEA.dm.numeric22 unique values
0 missing
MATS4mnumeric23 unique values
0 missing
ATS5snumeric22 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
MATS4pnumeric21 unique values
0 missing
ATS5vnumeric23 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
MATS4snumeric21 unique values
0 missing
ATS6enumeric23 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
MATS4vnumeric22 unique values
0 missing
ATS6inumeric23 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
MATS5enumeric23 unique values
0 missing
ATS6mnumeric23 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS5inumeric22 unique values
0 missing
ATS6pnumeric23 unique values
0 missing
Eig04_EA.ed.numeric15 unique values
0 missing
MATS5mnumeric22 unique values
0 missing
ATS6snumeric23 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
MATS5pnumeric21 unique values
0 missing
ATS6vnumeric23 unique values
0 missing
Eig05_AEA.bo.numeric14 unique values
0 missing
MATS5snumeric22 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig05_AEA.dm.numeric20 unique values
0 missing
MATS5vnumeric23 unique values
0 missing
ATS7inumeric23 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
MATS6enumeric23 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
MATS6inumeric23 unique values
0 missing
ATS7pnumeric23 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
MATS6mnumeric23 unique values
0 missing
ATS7snumeric23 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
ATS7vnumeric23 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS6snumeric22 unique values
0 missing
ATS8enumeric20 unique values
0 missing
Eig05_EA.ed.numeric14 unique values
0 missing
MATS6vnumeric23 unique values
0 missing
ATS8inumeric21 unique values
0 missing
Eig05_EA.ri.numeric15 unique values
0 missing
MATS7enumeric23 unique values
0 missing
ATS8mnumeric21 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
MATS7inumeric23 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
Eig06_AEA.dm.numeric16 unique values
0 missing
MATS7mnumeric22 unique values
0 missing
ATS8snumeric22 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
MATS7pnumeric23 unique values
0 missing
ATS8vnumeric20 unique values
0 missing
Eig06_AEA.ri.numeric19 unique values
0 missing
MATS7snumeric22 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eig06_EAnumeric13 unique values
0 missing
MATS7vnumeric22 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
Eig06_EA.bo.numeric17 unique values
0 missing
MATS8enumeric22 unique values
0 missing
ATSC1mnumeric20 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
MATS8inumeric21 unique values
0 missing
ATSC1pnumeric20 unique values
0 missing
Eig06_EA.ri.numeric19 unique values
0 missing
MATS8mnumeric22 unique values
0 missing
ATSC1snumeric23 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
MATS8pnumeric23 unique values
0 missing
ATSC1vnumeric20 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
MATS8snumeric23 unique values
0 missing
ATSC2enumeric20 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
MATS8vnumeric22 unique values
0 missing
ATSC2inumeric21 unique values
0 missing
Eig07_AEA.ri.numeric21 unique values
0 missing
MAXDNnumeric23 unique values
0 missing
ATSC2mnumeric21 unique values
0 missing
Eig07_EAnumeric15 unique values
0 missing
MAXDPnumeric22 unique values
0 missing
ATSC2pnumeric21 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
MCDnumeric11 unique values
0 missing
ATSC2snumeric23 unique values
0 missing
Eig07_EA.ed.numeric15 unique values
0 missing
MDDDnumeric15 unique values
0 missing
ATSC2vnumeric21 unique values
0 missing
Eig07_EA.ri.numeric19 unique values
0 missing
Menumeric15 unique values
0 missing
ATSC3enumeric23 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
Minumeric18 unique values
0 missing
ATSC3inumeric21 unique values
0 missing
Eig08_AEA.dm.numeric16 unique values
0 missing
MLOGPnumeric20 unique values
0 missing
ATSC3mnumeric23 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
MLOGP2numeric20 unique values
0 missing
ATSC3pnumeric23 unique values
0 missing
Eig08_AEA.ri.numeric19 unique values
0 missing
Mpnumeric20 unique values
0 missing
ATSC3snumeric23 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATSC3vnumeric23 unique values
0 missing
Eig08_EA.bo.numeric14 unique values
0 missing
MPC02numeric13 unique values
0 missing
ATSC4enumeric21 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
MPC03numeric14 unique values
0 missing
ATSC4inumeric22 unique values
0 missing
Eig08_EA.ri.numeric18 unique values
0 missing
MPC04numeric12 unique values
0 missing
ATSC4mnumeric23 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
MPC05numeric14 unique values
0 missing
ATSC4pnumeric23 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
MPC06numeric14 unique values
0 missing
ATSC4snumeric23 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
MPC07numeric15 unique values
0 missing
ATSC4vnumeric23 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
MPC08numeric15 unique values
0 missing
ATSC5enumeric21 unique values
0 missing
Eig09_EAnumeric13 unique values
0 missing
MPC09numeric14 unique values
0 missing
ATSC5inumeric23 unique values
0 missing
Eig09_EA.bo.numeric17 unique values
0 missing
MPC10numeric15 unique values
0 missing
ATSC5mnumeric23 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
MSDnumeric15 unique values
0 missing
ATSC5pnumeric23 unique values
0 missing
Eig09_EA.ri.numeric16 unique values
0 missing
Mvnumeric18 unique values
0 missing
ATSC5snumeric23 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
MWnumeric20 unique values
0 missing
ATSC5vnumeric23 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATSC6enumeric22 unique values
0 missing
Eig10_AEA.ed.numeric14 unique values
0 missing
MWC02numeric13 unique values
0 missing
ATSC6inumeric23 unique values
0 missing
Eig10_AEA.ri.numeric18 unique values
0 missing
MWC03numeric14 unique values
0 missing
ATSC6mnumeric23 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
MWC04numeric15 unique values
0 missing
ATSC6pnumeric23 unique values
0 missing
Eig10_EA.bo.numeric14 unique values
0 missing
MWC05numeric15 unique values
0 missing
ATSC6snumeric23 unique values
0 missing
Eig10_EA.ed.numeric14 unique values
0 missing
MWC06numeric15 unique values
0 missing
ATSC6vnumeric23 unique values
0 missing
Eig10_EA.ri.numeric19 unique values
0 missing
MWC07numeric15 unique values
0 missing
ATSC7enumeric22 unique values
0 missing
Eig11_AEA.bo.numeric15 unique values
0 missing
MWC08numeric15 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eig11_AEA.dm.numeric22 unique values
0 missing
MWC09numeric15 unique values
0 missing
ATSC7mnumeric23 unique values
0 missing
Eig11_AEA.ed.numeric15 unique values
0 missing
MWC10numeric15 unique values
0 missing
ATSC7pnumeric23 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
N.numeric14 unique values
0 missing
ATSC7snumeric23 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC7vnumeric23 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC8enumeric23 unique values
0 missing
Eig11_EA.ed.numeric14 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC8inumeric23 unique values
0 missing
Eig11_EA.ri.numeric20 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC8mnumeric23 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC8pnumeric23 unique values
0 missing
Eig12_AEA.dm.numeric23 unique values
0 missing
N.075numeric3 unique values
0 missing
ATSC8snumeric23 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC8vnumeric23 unique values
0 missing
Eig12_AEA.ri.numeric19 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
BACnumeric8 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
BBInumeric13 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
NaaNnumeric3 unique values
0 missing
BIC0numeric17 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
NaaSnumeric2 unique values
0 missing
BIC1numeric18 unique values
0 missing
Eig12_EA.ri.numeric17 unique values
0 missing
NaasCnumeric3 unique values
0 missing
BIC2numeric18 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
nABnumeric4 unique values
0 missing
BIC3numeric19 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
BIC4numeric16 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
BIC5numeric16 unique values
0 missing
Eig13_AEA.ri.numeric15 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
BIDnumeric13 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
BLInumeric19 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
BLTA96numeric19 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
nArNH2numeric2 unique values
0 missing
BLTD48numeric19 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
BLTF96numeric19 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
nArNO2numeric2 unique values
0 missing
C.numeric15 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
nArOHnumeric2 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig14_AEA.dm.numeric19 unique values
0 missing
nArXnumeric3 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig14_AEA.ed.numeric13 unique values
0 missing
nATnumeric14 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig14_AEA.ri.numeric17 unique values
0 missing
nBMnumeric7 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
nBnznumeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig14_EA.bo.numeric17 unique values
0 missing
nBOnumeric12 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
nBTnumeric16 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
nCnumeric10 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig14_EA.ri.numeric20 unique values
0 missing
nCarnumeric5 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig15_AEA.bo.numeric13 unique values
0 missing
nCb.numeric3 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig15_AEA.dm.numeric22 unique values
0 missing
nCbHnumeric3 unique values
0 missing
C.024numeric5 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
nCconjnumeric4 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
nCICnumeric4 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
nCIRnumeric4 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
nCLnumeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig15_EA.dm.numeric5 unique values
0 missing
nCpnumeric3 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
nCqnumeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
nCrqnumeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
nCrsnumeric4 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
nCrtnumeric3 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
nCRX3numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
nCsnumeric6 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
nCsp2numeric6 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_beta_Anumeric18 unique values
0 missing
nCsp3numeric7 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
nCtnumeric3 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
nDBnumeric5 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
NddsNnumeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_betaS_Anumeric10 unique values
0 missing
NdOnumeric3 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_Cnumeric23 unique values
0 missing
NdsCHnumeric4 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eta_C_Anumeric23 unique values
0 missing
NdsNnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_epsinumeric20 unique values
0 missing
NdssCnumeric3 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
Eta_epsi_Anumeric20 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_Fnumeric23 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_F_Anumeric23 unique values
0 missing
nFnumeric3 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
nHnumeric11 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
nHAccnumeric5 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_Lnumeric23 unique values
0 missing
nHDonnumeric3 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eta_L_Anumeric18 unique values
0 missing
nHetnumeric5 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
nHMnumeric2 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
nInumeric2 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
Eta_sh_ynumeric16 unique values
0 missing
nNnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
nN.C.N.numeric2 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
F.084numeric2 unique values
0 missing
NNRSnumeric4 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS1enumeric20 unique values
0 missing
nOnumeric4 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS1inumeric20 unique values
0 missing
nPyrazinesnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS1mnumeric19 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS1pnumeric18 unique values
0 missing
nR05numeric2 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS1snumeric23 unique values
0 missing
nR06numeric4 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS1vnumeric20 unique values
0 missing
nR08numeric2 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS2inumeric20 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS2mnumeric21 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
GATS2pnumeric20 unique values
0 missing
nR.Csnumeric4 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS2snumeric22 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS2vnumeric20 unique values
0 missing
nRNR2numeric2 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS3enumeric23 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS3inumeric23 unique values
0 missing
NRSnumeric3 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS3mnumeric22 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
GATS3pnumeric23 unique values
0 missing
NsCH3numeric3 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS3snumeric20 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS3vnumeric19 unique values
0 missing
NsFnumeric3 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS4enumeric23 unique values
0 missing
NsInumeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS4inumeric23 unique values
0 missing
nSKnumeric11 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS4pnumeric23 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GATS4snumeric22 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS4vnumeric22 unique values
0 missing
NssCH2numeric6 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS5enumeric23 unique values
0 missing
NssNHnumeric3 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS5inumeric23 unique values
0 missing
NssOnumeric2 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS5pnumeric23 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS5snumeric23 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS5vnumeric23 unique values
0 missing
nThiophenesnumeric2 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
GATS6enumeric23 unique values
0 missing
nXnumeric4 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS6inumeric23 unique values
0 missing
O.numeric16 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS6mnumeric22 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
GATS6pnumeric22 unique values
0 missing
O.058numeric2 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS6snumeric22 unique values
0 missing
O.060numeric2 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS6vnumeric23 unique values
0 missing
O.061numeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GATS7enumeric23 unique values
0 missing
ON0numeric12 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS7inumeric23 unique values
0 missing
ON0Vnumeric17 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GATS7mnumeric23 unique values
0 missing
ON1numeric14 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS7pnumeric23 unique values
0 missing
ON1Vnumeric20 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS7snumeric23 unique values
0 missing
PCDnumeric18 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS7vnumeric23 unique values
0 missing
PCRnumeric17 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
GATS8enumeric22 unique values
0 missing
PDInumeric17 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GATS8inumeric22 unique values
0 missing
PHInumeric19 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS8mnumeric22 unique values
0 missing
piIDnumeric18 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS8pnumeric21 unique values
0 missing
piPC01numeric14 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS8snumeric22 unique values
0 missing
piPC02numeric15 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GATS8vnumeric22 unique values
0 missing
piPC03numeric18 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GGI1numeric10 unique values
0 missing
piPC04numeric17 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI10numeric9 unique values
0 missing
piPC05numeric18 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
GGI2numeric7 unique values
0 missing
piPC06numeric18 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GGI3numeric11 unique values
0 missing
piPC07numeric18 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GGI4numeric14 unique values
0 missing
piPC08numeric18 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI5numeric15 unique values
0 missing
piPC09numeric18 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI6numeric15 unique values
0 missing
piPC10numeric18 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GGI7numeric12 unique values
0 missing
PJI2numeric4 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI8numeric13 unique values
0 missing
Polnumeric13 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
GGI9numeric11 unique values
0 missing
Psi_e_0numeric22 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GMTInumeric15 unique values
0 missing
Psi_e_0dnumeric3 unique values
0 missing
CENTnumeric15 unique values
0 missing
GMTIVnumeric21 unique values
0 missing
Psi_e_1numeric21 unique values
0 missing
Chi0_AEA.bo.numeric14 unique values
0 missing
GNarnumeric12 unique values
0 missing
Psi_e_Anumeric19 unique values
0 missing
Chi0_AEA.dm.numeric14 unique values
0 missing
H.numeric16 unique values
0 missing
Psi_i_0numeric20 unique values
0 missing
Chi0_AEA.ed.numeric14 unique values
0 missing
H.046numeric6 unique values
0 missing
Psi_i_0dnumeric3 unique values
0 missing
Chi0_AEA.ri.numeric14 unique values
0 missing
H.047numeric6 unique values
0 missing
Psi_i_1numeric23 unique values
0 missing
Chi0_EAnumeric14 unique values
0 missing
H.048numeric3 unique values
0 missing
Psi_i_1dnumeric3 unique values
0 missing
Chi0_EA.bo.numeric18 unique values
0 missing
H.049numeric2 unique values
0 missing
Psi_i_Anumeric19 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
H.050numeric3 unique values
0 missing
Psi_i_snumeric19 unique values
0 missing
Chi0_EA.ed.numeric15 unique values
0 missing
H.051numeric3 unique values
0 missing
Psi_i_tnumeric4 unique values
0 missing
Chi0_EA.ri.numeric21 unique values
0 missing
H.052numeric3 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
Chi1_AEA.bo.numeric15 unique values
0 missing
HDcpxnumeric14 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
Chi1_AEA.dm.numeric15 unique values
0 missing
HNarnumeric11 unique values
0 missing
P_VSA_e_1numeric10 unique values
0 missing
Chi1_AEA.ed.numeric15 unique values
0 missing
HVcpxnumeric15 unique values
0 missing
P_VSA_e_2numeric20 unique values
0 missing
Chi1_AEA.ri.numeric15 unique values
0 missing
Hynumeric16 unique values
0 missing
P_VSA_e_3numeric7 unique values
0 missing
Chi1_EAnumeric15 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
Chi1_EA.bo.numeric18 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_e_5numeric5 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
P_VSA_e_6numeric3 unique values
0 missing
Chi1_EA.ed.numeric15 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_i_1numeric3 unique values
0 missing
Chi1_EA.ri.numeric21 unique values
0 missing
I.099numeric2 unique values
0 missing
P_VSA_i_2numeric20 unique values
0 missing
CIC0numeric18 unique values
0 missing
IACnumeric18 unique values
0 missing
P_VSA_i_3numeric16 unique values
0 missing
CIC1numeric18 unique values
0 missing
IC0numeric18 unique values
0 missing
P_VSA_i_4numeric9 unique values
0 missing
CIC2numeric18 unique values
0 missing
IC1numeric18 unique values
0 missing
P_VSA_LogP_1numeric4 unique values
0 missing
CIC3numeric20 unique values
0 missing
IC2numeric18 unique values
0 missing
P_VSA_LogP_2numeric11 unique values
0 missing
CIC4numeric15 unique values
0 missing
IC3numeric20 unique values
0 missing
P_VSA_LogP_4numeric8 unique values
0 missing
CIC5numeric15 unique values
0 missing
IC4numeric18 unique values
0 missing
P_VSA_LogP_5numeric12 unique values
0 missing
CIDnumeric14 unique values
0 missing
IC5numeric18 unique values
0 missing
P_VSA_LogP_6numeric5 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ICRnumeric15 unique values
0 missing
P_VSA_LogP_7numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDDEnumeric15 unique values
0 missing
P_VSA_LogP_8numeric4 unique values
0 missing
CSInumeric15 unique values
0 missing
IDDMnumeric15 unique values
0 missing
P_VSA_m_1numeric10 unique values
0 missing
DBInumeric11 unique values
0 missing
IDEnumeric15 unique values
0 missing
P_VSA_m_2numeric20 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
IDETnumeric15 unique values
0 missing
P_VSA_m_3numeric8 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
IDMnumeric15 unique values
0 missing
P_VSA_m_4numeric3 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
IDMTnumeric15 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
D.Dtr10numeric15 unique values
0 missing
Infective.50numeric2 unique values
0 missing
P_VSA_MR_1numeric11 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
23
Number of instances (rows) of the dataset.
NumberOfFeatures
777
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
776
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
23
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.87
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
5.13
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
12622
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.
Quartile3MeansOfNumericAtts
4.25
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.
PercentageOfNumericFeatures
99.87
Percentage of numeric 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
-4.8
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.84
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
4.8
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.
Quartile3StdDevOfNumericAtts
0.99
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
7683.04
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.33
First quartile of kurtosis 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.
Quartile1MeansOfNumericAtts
0.13
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
4.47
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
38.66
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.39
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.51
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
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
33.78
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.78
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
0.83
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.15
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
22.3
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
0.37
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.19
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2794
0 runs - estimation_procedure: 50 times Clustering
Define a new task