Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098

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: CHEMBL6098 (TID: 102406), and it has 23 rows and 648 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.

650 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal23 unique values
0 missing
Eig01_AEA.bo.numeric21 unique values
0 missing
JGI6numeric13 unique values
0 missing
ATSC8snumeric23 unique values
0 missing
Eig01_AEA.dm.numeric19 unique values
0 missing
JGI7numeric10 unique values
0 missing
MATS1vnumeric19 unique values
0 missing
Eig01_AEA.ed.numeric21 unique values
0 missing
JGI8numeric8 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig01_AEA.ri.numeric23 unique values
0 missing
JGI9numeric10 unique values
0 missing
AECCnumeric23 unique values
0 missing
Eig01_EAnumeric22 unique values
0 missing
JGTnumeric23 unique values
0 missing
ALOGPnumeric23 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
LLS_01numeric3 unique values
0 missing
ALOGP2numeric23 unique values
0 missing
Eig01_EA.dm.numeric15 unique values
0 missing
LLS_02numeric3 unique values
0 missing
AMRnumeric23 unique values
0 missing
Eig01_EA.ed.numeric21 unique values
0 missing
LOCnumeric21 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig01_EA.ri.numeric22 unique values
0 missing
LPRSnumeric23 unique values
0 missing
ARRnumeric15 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
MATS1enumeric22 unique values
0 missing
ATS1enumeric22 unique values
0 missing
Eig02_AEA.dm.numeric22 unique values
0 missing
MATS1inumeric21 unique values
0 missing
ATS1inumeric22 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
ATS1mnumeric21 unique values
0 missing
Eig02_AEA.ri.numeric23 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
Eig02_EAnumeric23 unique values
0 missing
MATS1snumeric22 unique values
0 missing
ATS1snumeric23 unique values
0 missing
Eig02_EA.bo.numeric22 unique values
0 missing
MATS2enumeric22 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
Eig02_EA.dm.numeric18 unique values
0 missing
MATS2inumeric23 unique values
0 missing
ATS2enumeric23 unique values
0 missing
Eig02_EA.ed.numeric22 unique values
0 missing
MATS2mnumeric22 unique values
0 missing
ATS2inumeric23 unique values
0 missing
Eig02_EA.ri.numeric22 unique values
0 missing
MATS2pnumeric23 unique values
0 missing
ATS2mnumeric22 unique values
0 missing
Eig03_AEA.bo.numeric20 unique values
0 missing
MATS2snumeric23 unique values
0 missing
ATS2pnumeric23 unique values
0 missing
Eig03_AEA.dm.numeric23 unique values
0 missing
MATS2vnumeric23 unique values
0 missing
ATS2snumeric23 unique values
0 missing
Eig03_AEA.ed.numeric23 unique values
0 missing
MATS3enumeric21 unique values
0 missing
ATS2vnumeric23 unique values
0 missing
Eig03_AEA.ri.numeric22 unique values
0 missing
MATS3inumeric23 unique values
0 missing
ATS3enumeric23 unique values
0 missing
Eig03_EAnumeric22 unique values
0 missing
MATS3mnumeric22 unique values
0 missing
ATS3inumeric23 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
MATS3pnumeric23 unique values
0 missing
ATS3mnumeric23 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
MATS3snumeric22 unique values
0 missing
ATS3pnumeric23 unique values
0 missing
Eig03_EA.ed.numeric23 unique values
0 missing
MATS3vnumeric23 unique values
0 missing
ATS3snumeric21 unique values
0 missing
Eig03_EA.ri.numeric23 unique values
0 missing
MATS4enumeric21 unique values
0 missing
ATS3vnumeric23 unique values
0 missing
Eig04_AEA.bo.numeric23 unique values
0 missing
MATS4inumeric23 unique values
0 missing
ATS4enumeric23 unique values
0 missing
Eig04_AEA.dm.numeric23 unique values
0 missing
MATS4mnumeric23 unique values
0 missing
ATS4inumeric22 unique values
0 missing
Eig04_AEA.ed.numeric23 unique values
0 missing
MATS4pnumeric23 unique values
0 missing
ATS4mnumeric23 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
MATS4snumeric23 unique values
0 missing
ATS4pnumeric23 unique values
0 missing
Eig04_EAnumeric22 unique values
0 missing
MATS4vnumeric23 unique values
0 missing
ATS4snumeric22 unique values
0 missing
Eig04_EA.bo.numeric23 unique values
0 missing
MATS5enumeric23 unique values
0 missing
ATS4vnumeric23 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
MATS5inumeric23 unique values
0 missing
ATS5enumeric23 unique values
0 missing
Eig04_EA.ed.numeric23 unique values
0 missing
MATS5mnumeric23 unique values
0 missing
ATS5inumeric23 unique values
0 missing
Eig04_EA.ri.numeric23 unique values
0 missing
MATS5pnumeric23 unique values
0 missing
ATS5mnumeric23 unique values
0 missing
Eig05_AEA.bo.numeric23 unique values
0 missing
MATS5snumeric23 unique values
0 missing
ATS5pnumeric23 unique values
0 missing
Eig05_AEA.dm.numeric23 unique values
0 missing
MATS5vnumeric23 unique values
0 missing
ATS5snumeric23 unique values
0 missing
Eig05_AEA.ed.numeric23 unique values
0 missing
MATS6enumeric21 unique values
0 missing
ATS5vnumeric23 unique values
0 missing
Eig05_AEA.ri.numeric21 unique values
0 missing
MATS6inumeric22 unique values
0 missing
ATS6enumeric23 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
MATS6mnumeric23 unique values
0 missing
ATS6inumeric23 unique values
0 missing
Eig05_EA.bo.numeric21 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
ATS6mnumeric23 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
MATS6snumeric22 unique values
0 missing
ATS6pnumeric23 unique values
0 missing
Eig05_EA.ed.numeric23 unique values
0 missing
MATS6vnumeric20 unique values
0 missing
ATS6snumeric23 unique values
0 missing
Eig05_EA.ri.numeric23 unique values
0 missing
MATS7enumeric23 unique values
0 missing
ATS6vnumeric23 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
MATS7inumeric23 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig06_AEA.dm.numeric22 unique values
0 missing
MATS7mnumeric23 unique values
0 missing
ATS7inumeric23 unique values
0 missing
Eig06_AEA.ed.numeric23 unique values
0 missing
MATS7pnumeric22 unique values
0 missing
ATS7mnumeric23 unique values
0 missing
Eig06_AEA.ri.numeric23 unique values
0 missing
MATS7snumeric23 unique values
0 missing
ATS7pnumeric22 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
MATS7vnumeric23 unique values
0 missing
ATS7snumeric23 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
MATS8enumeric23 unique values
0 missing
ATS7vnumeric23 unique values
0 missing
Eig06_EA.ed.numeric23 unique values
0 missing
MATS8inumeric23 unique values
0 missing
ATS8enumeric23 unique values
0 missing
Eig06_EA.ri.numeric23 unique values
0 missing
MATS8mnumeric22 unique values
0 missing
ATS8inumeric23 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
MATS8pnumeric23 unique values
0 missing
ATS8mnumeric23 unique values
0 missing
Eig07_AEA.dm.numeric23 unique values
0 missing
MATS8snumeric21 unique values
0 missing
ATS8pnumeric23 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
MATS8vnumeric22 unique values
0 missing
ATS8snumeric23 unique values
0 missing
Eig07_AEA.ri.numeric23 unique values
0 missing
MAXDNnumeric22 unique values
0 missing
ATS8vnumeric23 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
MAXDPnumeric23 unique values
0 missing
ATSC1enumeric22 unique values
0 missing
Eig07_EA.bo.numeric21 unique values
0 missing
MCDnumeric17 unique values
0 missing
ATSC1inumeric21 unique values
0 missing
Eig07_EA.ed.numeric23 unique values
0 missing
MDDDnumeric23 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig07_EA.ri.numeric21 unique values
0 missing
Menumeric19 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig08_AEA.bo.numeric19 unique values
0 missing
Minumeric18 unique values
0 missing
ATSC1snumeric23 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
MLOGPnumeric23 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig08_AEA.ed.numeric23 unique values
0 missing
MLOGP2numeric23 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
Mpnumeric21 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
Eig08_EAnumeric19 unique values
0 missing
MPC01numeric13 unique values
0 missing
ATSC2mnumeric23 unique values
0 missing
Eig08_EA.bo.numeric19 unique values
0 missing
MPC02numeric12 unique values
0 missing
ATSC2pnumeric23 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
MPC03numeric18 unique values
0 missing
ATSC2snumeric23 unique values
0 missing
Eig08_EA.ri.numeric20 unique values
0 missing
MPC04numeric16 unique values
0 missing
ATSC2vnumeric23 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
MPC05numeric20 unique values
0 missing
ATSC3enumeric22 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
MPC06numeric21 unique values
0 missing
ATSC3inumeric22 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
MPC07numeric19 unique values
0 missing
ATSC3mnumeric23 unique values
0 missing
Eig09_AEA.ri.numeric16 unique values
0 missing
MPC08numeric23 unique values
0 missing
ATSC3pnumeric23 unique values
0 missing
Eig09_EAnumeric14 unique values
0 missing
MPC09numeric19 unique values
0 missing
ATSC3snumeric23 unique values
0 missing
Eig09_EA.bo.numeric17 unique values
0 missing
MPC10numeric20 unique values
0 missing
ATSC3vnumeric23 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
MSDnumeric23 unique values
0 missing
ATSC4enumeric22 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
Mvnumeric20 unique values
0 missing
ATSC4inumeric23 unique values
0 missing
Eig10_AEA.bo.numeric18 unique values
0 missing
MWnumeric22 unique values
0 missing
ATSC4mnumeric23 unique values
0 missing
Eig10_AEA.dm.numeric19 unique values
0 missing
MWC01numeric13 unique values
0 missing
ATSC4pnumeric23 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
MWC02numeric15 unique values
0 missing
ATSC4snumeric23 unique values
0 missing
Eig10_AEA.ri.numeric18 unique values
0 missing
MWC03numeric20 unique values
0 missing
ATSC4vnumeric23 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
MWC04numeric23 unique values
0 missing
ATSC5enumeric22 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
MWC05numeric23 unique values
0 missing
ATSC5inumeric23 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
MWC06numeric22 unique values
0 missing
ATSC5mnumeric23 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
MWC07numeric23 unique values
0 missing
ATSC5pnumeric23 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
MWC08numeric22 unique values
0 missing
ATSC5snumeric23 unique values
0 missing
Eig11_AEA.dm.numeric17 unique values
0 missing
MWC09numeric22 unique values
0 missing
ATSC5vnumeric22 unique values
0 missing
Eig11_AEA.ed.numeric19 unique values
0 missing
MWC10numeric23 unique values
0 missing
ATSC6enumeric23 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
N.numeric18 unique values
0 missing
ATSC6inumeric23 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC6mnumeric23 unique values
0 missing
Eig11_EA.bo.numeric19 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC6pnumeric23 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC6snumeric23 unique values
0 missing
Eig11_EA.ri.numeric22 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC6vnumeric23 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
N.075numeric5 unique values
0 missing
ATSC7enumeric23 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
n124.Triazinesnumeric2 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC7mnumeric23 unique values
0 missing
Eig12_AEA.ri.numeric23 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC7pnumeric23 unique values
0 missing
Eig12_EAnumeric21 unique values
0 missing
NaaNnumeric5 unique values
0 missing
ATSC7snumeric23 unique values
0 missing
Eig12_EA.bo.numeric23 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC7vnumeric23 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC8enumeric23 unique values
0 missing
Eig12_EA.ed.numeric23 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATSC8inumeric23 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
NaasCnumeric7 unique values
0 missing
ATSC8mnumeric23 unique values
0 missing
Eig13_AEA.bo.numeric21 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC8pnumeric23 unique values
0 missing
Eig13_AEA.dm.numeric23 unique values
0 missing
nABnumeric8 unique values
0 missing
ATSC8vnumeric23 unique values
0 missing
Eig13_AEA.ed.numeric21 unique values
0 missing
nArCOnumeric2 unique values
0 missing
BACnumeric14 unique values
0 missing
Eig13_AEA.ri.numeric23 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
BIC0numeric21 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
BIC1numeric22 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
nArOHnumeric2 unique values
0 missing
BIC2numeric21 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
nArORnumeric3 unique values
0 missing
BIC3numeric19 unique values
0 missing
Eig13_EA.ri.numeric23 unique values
0 missing
nArXnumeric2 unique values
0 missing
BIC4numeric17 unique values
0 missing
Eig14_AEA.bo.numeric22 unique values
0 missing
nATnumeric15 unique values
0 missing
BIC5numeric19 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
nBMnumeric9 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig14_AEA.ed.numeric20 unique values
0 missing
nBnznumeric2 unique values
0 missing
BLInumeric21 unique values
0 missing
Eig14_AEA.ri.numeric22 unique values
0 missing
nBOnumeric13 unique values
0 missing
BLTA96numeric23 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
nBTnumeric14 unique values
0 missing
BLTD48numeric23 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
nCnumeric10 unique values
0 missing
BLTF96numeric23 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
nCarnumeric9 unique values
0 missing
C.numeric18 unique values
0 missing
Eig14_EA.ed.numeric21 unique values
0 missing
nCb.numeric6 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
nCbHnumeric7 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig15_AEA.bo.numeric22 unique values
0 missing
nCconjnumeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_AEA.dm.numeric22 unique values
0 missing
nCICnumeric4 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
nCIRnumeric5 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig15_AEA.ri.numeric23 unique values
0 missing
nCLnumeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig15_EAnumeric23 unique values
0 missing
nCpnumeric4 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig15_EA.bo.numeric23 unique values
0 missing
nCrsnumeric2 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
nCrtnumeric2 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig15_EA.ed.numeric23 unique values
0 missing
nCsnumeric3 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig15_EA.ri.numeric23 unique values
0 missing
nCsp2numeric9 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
nCsp3numeric9 unique values
0 missing
C.031numeric2 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
nCtnumeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_Bnumeric22 unique values
0 missing
nDBnumeric4 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
NddssSnumeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_betanumeric18 unique values
0 missing
NdOnumeric4 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_beta_Anumeric20 unique values
0 missing
NdssCnumeric4 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
Eta_betaP_Anumeric20 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
C.044numeric3 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_Cnumeric23 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_C_Anumeric22 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_epsinumeric21 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_epsi_Anumeric20 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eta_Fnumeric23 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eta_F_Anumeric23 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
Eta_FLnumeric23 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
Eta_FL_Anumeric19 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eta_Lnumeric23 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_sh_pnumeric20 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eta_sh_ynumeric20 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
GATS1enumeric20 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS1inumeric22 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS1pnumeric22 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS1snumeric20 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS1vnumeric22 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS2enumeric23 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
GATS2inumeric22 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS2mnumeric21 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
GATS2snumeric23 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
GATS2vnumeric22 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS3enumeric22 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS3inumeric21 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS3mnumeric23 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GATS3pnumeric22 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS3snumeric23 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
GATS3vnumeric22 unique values
0 missing
CATS2D_05_ALnumeric13 unique values
0 missing
GATS4enumeric23 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS4inumeric23 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS4mnumeric23 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS4pnumeric21 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS4snumeric23 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS4vnumeric22 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS5enumeric23 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS5inumeric23 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
GATS5pnumeric23 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS5snumeric23 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS5vnumeric23 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS6enumeric23 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS6inumeric23 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
GATS6mnumeric23 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS6pnumeric23 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GATS6snumeric23 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
GATS6vnumeric22 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS7enumeric23 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS7inumeric22 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
GATS7mnumeric23 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GATS7pnumeric23 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS7snumeric23 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS7vnumeric22 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GATS8enumeric23 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS8inumeric23 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GATS8mnumeric22 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
GATS8pnumeric23 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS8snumeric23 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS8vnumeric23 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GGI10numeric21 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GGI2numeric13 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GGI3numeric22 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GGI4numeric22 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
GGI5numeric23 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GGI6numeric23 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI7numeric23 unique values
0 missing
CENTnumeric23 unique values
0 missing
GGI8numeric22 unique values
0 missing
Chi0_AEA.bo.numeric23 unique values
0 missing
GGI9numeric21 unique values
0 missing
Chi0_AEA.dm.numeric23 unique values
0 missing
GMTInumeric23 unique values
0 missing
Chi0_AEA.ed.numeric23 unique values
0 missing
GMTIVnumeric23 unique values
0 missing
Chi0_AEA.ri.numeric23 unique values
0 missing
GNarnumeric19 unique values
0 missing
Chi0_EAnumeric23 unique values
0 missing
H.numeric20 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
H.046numeric7 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
H.047numeric11 unique values
0 missing
Chi0_EA.ed.numeric23 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_EA.ri.numeric23 unique values
0 missing
H.049numeric4 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
H.051numeric4 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
H.052numeric5 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
HDcpxnumeric22 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
HNarnumeric15 unique values
0 missing
Chi1_EA.bo.numeric23 unique values
0 missing
HVcpxnumeric23 unique values
0 missing
Chi1_EA.dm.numeric23 unique values
0 missing
Hynumeric22 unique values
0 missing
Chi1_EA.ed.numeric23 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.ri.numeric23 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC0numeric22 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIC1numeric23 unique values
0 missing
IACnumeric22 unique values
0 missing
CIC2numeric22 unique values
0 missing
IC0numeric22 unique values
0 missing
CIC3numeric22 unique values
0 missing
IC1numeric23 unique values
0 missing
CIC4numeric22 unique values
0 missing
IC2numeric23 unique values
0 missing
CIC5numeric23 unique values
0 missing
IC3numeric22 unique values
0 missing
CIDnumeric21 unique values
0 missing
IC4numeric22 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC5numeric23 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ICRnumeric23 unique values
0 missing
CSInumeric22 unique values
0 missing
IDDEnumeric19 unique values
0 missing
DBInumeric14 unique values
0 missing
IDDMnumeric20 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
IDEnumeric23 unique values
0 missing
D.Dtr05numeric21 unique values
0 missing
IDETnumeric23 unique values
0 missing
D.Dtr06numeric23 unique values
0 missing
IDMnumeric23 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
IDMTnumeric23 unique values
0 missing
DECCnumeric23 unique values
0 missing
Infective.50numeric2 unique values
0 missing
DELSnumeric23 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DLS_02numeric3 unique values
0 missing
ISIZnumeric15 unique values
0 missing
DLS_03numeric2 unique values
0 missing
IVDEnumeric19 unique values
0 missing
DLS_04numeric4 unique values
0 missing
IVDMnumeric19 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI1numeric18 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI10numeric9 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI2numeric15 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
JGI3numeric18 unique values
0 missing
Dznumeric19 unique values
0 missing
JGI4numeric13 unique values
0 missing
ECCnumeric19 unique values
0 missing
JGI5numeric12 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
23
Number of instances (rows) of the dataset.
NumberOfFeatures
650
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
649
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
28.26
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.25
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
-0.09
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.26
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
31.52
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
-0.11
Second quartile (Median) of skewness among 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.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
23
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.85
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
26125.83
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
4.42
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.45
Third quartile of means among attributes of the numeric type.
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
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
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.
Quartile3SkewnessOfNumericAtts
0.66
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9576.52
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.32
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.91
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.31
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
3.47
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
88.55
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.03
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.37
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.18
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6098
0 runs - estimation_procedure: 50 times Clustering
Define a new task