Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761

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: CHEMBL5761 (TID: 101540), and it has 29 rows and 680 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.

682 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal29 unique values
0 missing
DLS_06numeric5 unique values
0 missing
JGI8numeric6 unique values
0 missing
Eta_betaS_Anumeric21 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI9numeric9 unique values
0 missing
AACnumeric27 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
JGTnumeric26 unique values
0 missing
AECCnumeric27 unique values
0 missing
Dznumeric23 unique values
0 missing
LLS_01numeric6 unique values
0 missing
ALOGPnumeric29 unique values
0 missing
ECCnumeric27 unique values
0 missing
LLS_02numeric4 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
Eig01_AEA.bo.numeric21 unique values
0 missing
LOCnumeric24 unique values
0 missing
AMRnumeric29 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
LPRSnumeric28 unique values
0 missing
AMWnumeric26 unique values
0 missing
Eig01_AEA.ed.numeric21 unique values
0 missing
MATS1enumeric23 unique values
0 missing
ARRnumeric21 unique values
0 missing
Eig01_AEA.ri.numeric22 unique values
0 missing
MATS1inumeric24 unique values
0 missing
ATS1enumeric27 unique values
0 missing
Eig01_EAnumeric23 unique values
0 missing
MATS1mnumeric24 unique values
0 missing
ATS1inumeric27 unique values
0 missing
Eig01_EA.bo.numeric19 unique values
0 missing
MATS1pnumeric25 unique values
0 missing
ATS1mnumeric27 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
MATS1snumeric28 unique values
0 missing
ATS1pnumeric26 unique values
0 missing
Eig01_EA.ed.numeric23 unique values
0 missing
MATS1vnumeric21 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig01_EA.ri.numeric21 unique values
0 missing
MATS2enumeric25 unique values
0 missing
ATS1vnumeric27 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
MATS2inumeric27 unique values
0 missing
ATS2enumeric27 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
MATS2mnumeric28 unique values
0 missing
ATS2inumeric29 unique values
0 missing
Eig02_AEA.ed.numeric20 unique values
0 missing
MATS2pnumeric28 unique values
0 missing
ATS2mnumeric29 unique values
0 missing
Eig02_AEA.ri.numeric18 unique values
0 missing
MATS2snumeric26 unique values
0 missing
ATS2pnumeric29 unique values
0 missing
Eig02_EAnumeric18 unique values
0 missing
MATS2vnumeric29 unique values
0 missing
ATS2snumeric29 unique values
0 missing
Eig02_EA.bo.numeric19 unique values
0 missing
MATS3enumeric27 unique values
0 missing
ATS2vnumeric27 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS3inumeric26 unique values
0 missing
ATS3enumeric29 unique values
0 missing
Eig02_EA.ed.numeric21 unique values
0 missing
MATS3mnumeric28 unique values
0 missing
ATS3inumeric29 unique values
0 missing
Eig02_EA.ri.numeric15 unique values
0 missing
MATS3pnumeric28 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
Eig03_AEA.bo.numeric27 unique values
0 missing
MATS3snumeric25 unique values
0 missing
ATS3pnumeric29 unique values
0 missing
Eig03_AEA.dm.numeric26 unique values
0 missing
MATS3vnumeric28 unique values
0 missing
ATS3snumeric29 unique values
0 missing
Eig03_AEA.ed.numeric26 unique values
0 missing
MATS4enumeric28 unique values
0 missing
ATS3vnumeric29 unique values
0 missing
Eig03_AEA.ri.numeric25 unique values
0 missing
MATS4inumeric28 unique values
0 missing
ATS4enumeric29 unique values
0 missing
Eig03_EAnumeric26 unique values
0 missing
MATS4mnumeric28 unique values
0 missing
ATS4inumeric29 unique values
0 missing
Eig03_EA.bo.numeric24 unique values
0 missing
MATS4pnumeric28 unique values
0 missing
ATS4mnumeric29 unique values
0 missing
Eig03_EA.dm.numeric8 unique values
0 missing
MATS4snumeric29 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
Eig03_EA.ed.numeric28 unique values
0 missing
MATS4vnumeric28 unique values
0 missing
ATS4snumeric29 unique values
0 missing
Eig03_EA.ri.numeric26 unique values
0 missing
MATS5enumeric29 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
Eig04_AEA.bo.numeric28 unique values
0 missing
MATS5inumeric27 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Eig04_AEA.dm.numeric27 unique values
0 missing
MATS5mnumeric28 unique values
0 missing
ATS5inumeric29 unique values
0 missing
Eig04_AEA.ed.numeric26 unique values
0 missing
MATS5pnumeric28 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
Eig04_AEA.ri.numeric28 unique values
0 missing
MATS5snumeric26 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig04_EAnumeric25 unique values
0 missing
MATS5vnumeric28 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig04_EA.bo.numeric28 unique values
0 missing
MATS6enumeric28 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS6inumeric26 unique values
0 missing
ATS6enumeric28 unique values
0 missing
Eig04_EA.ed.numeric27 unique values
0 missing
MATS6mnumeric29 unique values
0 missing
ATS6inumeric29 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
MATS6pnumeric28 unique values
0 missing
ATS6mnumeric29 unique values
0 missing
Eig05_AEA.bo.numeric25 unique values
0 missing
MATS6snumeric28 unique values
0 missing
ATS6pnumeric29 unique values
0 missing
Eig05_AEA.dm.numeric25 unique values
0 missing
MATS6vnumeric29 unique values
0 missing
ATS6snumeric29 unique values
0 missing
Eig05_AEA.ed.numeric25 unique values
0 missing
MATS7enumeric28 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
Eig05_AEA.ri.numeric28 unique values
0 missing
MATS7inumeric29 unique values
0 missing
ATS7enumeric28 unique values
0 missing
Eig05_EAnumeric27 unique values
0 missing
MATS7mnumeric27 unique values
0 missing
ATS7inumeric29 unique values
0 missing
Eig05_EA.bo.numeric25 unique values
0 missing
MATS7pnumeric28 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
Eig05_EA.ed.numeric26 unique values
0 missing
MATS7snumeric24 unique values
0 missing
ATS7pnumeric29 unique values
0 missing
Eig05_EA.ri.numeric28 unique values
0 missing
MATS7vnumeric27 unique values
0 missing
ATS7snumeric29 unique values
0 missing
Eig06_AEA.bo.numeric24 unique values
0 missing
MATS8enumeric29 unique values
0 missing
ATS7vnumeric29 unique values
0 missing
Eig06_AEA.dm.numeric22 unique values
0 missing
MATS8inumeric27 unique values
0 missing
ATS8enumeric29 unique values
0 missing
Eig06_AEA.ed.numeric26 unique values
0 missing
MATS8mnumeric27 unique values
0 missing
ATS8inumeric29 unique values
0 missing
Eig06_AEA.ri.numeric29 unique values
0 missing
MATS8pnumeric26 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig06_EAnumeric27 unique values
0 missing
MATS8snumeric28 unique values
0 missing
ATS8pnumeric29 unique values
0 missing
Eig06_EA.bo.numeric24 unique values
0 missing
MATS8vnumeric28 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig06_EA.ed.numeric26 unique values
0 missing
MAXDNnumeric28 unique values
0 missing
ATS8vnumeric28 unique values
0 missing
Eig06_EA.ri.numeric28 unique values
0 missing
MAXDPnumeric29 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
Eig07_AEA.bo.numeric26 unique values
0 missing
MCDnumeric24 unique values
0 missing
ATSC1inumeric27 unique values
0 missing
Eig07_AEA.dm.numeric26 unique values
0 missing
MDDDnumeric28 unique values
0 missing
ATSC1mnumeric27 unique values
0 missing
Eig07_AEA.ed.numeric26 unique values
0 missing
Menumeric21 unique values
0 missing
ATSC1pnumeric27 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
Minumeric16 unique values
0 missing
ATSC1snumeric29 unique values
0 missing
Eig07_EAnumeric27 unique values
0 missing
MLOGPnumeric27 unique values
0 missing
ATSC1vnumeric27 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
MLOGP2numeric27 unique values
0 missing
ATSC2enumeric28 unique values
0 missing
Eig07_EA.ed.numeric28 unique values
0 missing
Mpnumeric23 unique values
0 missing
ATSC2inumeric29 unique values
0 missing
Eig07_EA.ri.numeric29 unique values
0 missing
MPC01numeric18 unique values
0 missing
ATSC2mnumeric29 unique values
0 missing
Eig08_AEA.bo.numeric24 unique values
0 missing
MPC02numeric22 unique values
0 missing
ATSC2pnumeric29 unique values
0 missing
Eig08_AEA.dm.numeric24 unique values
0 missing
MPC03numeric24 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
Eig08_AEA.ed.numeric27 unique values
0 missing
MPC04numeric23 unique values
0 missing
ATSC2vnumeric29 unique values
0 missing
Eig08_AEA.ri.numeric26 unique values
0 missing
MPC05numeric24 unique values
0 missing
ATSC3enumeric27 unique values
0 missing
Eig08_EAnumeric26 unique values
0 missing
MPC06numeric25 unique values
0 missing
ATSC3inumeric29 unique values
0 missing
Eig08_EA.bo.numeric22 unique values
0 missing
MPC07numeric25 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig08_EA.ed.numeric27 unique values
0 missing
MPC08numeric26 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eig08_EA.ri.numeric25 unique values
0 missing
MPC09numeric25 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
Eig09_AEA.bo.numeric26 unique values
0 missing
MPC10numeric27 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eig09_AEA.dm.numeric24 unique values
0 missing
MSDnumeric28 unique values
0 missing
ATSC4enumeric29 unique values
0 missing
Eig09_AEA.ed.numeric28 unique values
0 missing
Mvnumeric24 unique values
0 missing
ATSC4inumeric29 unique values
0 missing
Eig09_AEA.ri.numeric25 unique values
0 missing
MWnumeric27 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
Eig09_EAnumeric27 unique values
0 missing
MWC01numeric18 unique values
0 missing
ATSC4pnumeric29 unique values
0 missing
Eig09_EA.bo.numeric26 unique values
0 missing
MWC02numeric23 unique values
0 missing
ATSC4snumeric29 unique values
0 missing
Eig09_EA.ed.numeric28 unique values
0 missing
MWC03numeric26 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
Eig09_EA.ri.numeric28 unique values
0 missing
MWC04numeric27 unique values
0 missing
ATSC5enumeric29 unique values
0 missing
Eig10_AEA.bo.numeric20 unique values
0 missing
MWC05numeric28 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
Eig10_AEA.dm.numeric23 unique values
0 missing
MWC06numeric28 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
Eig10_AEA.ed.numeric27 unique values
0 missing
MWC07numeric28 unique values
0 missing
ATSC5pnumeric29 unique values
0 missing
Eig10_AEA.ri.numeric20 unique values
0 missing
MWC08numeric27 unique values
0 missing
ATSC5snumeric29 unique values
0 missing
Eig10_EAnumeric22 unique values
0 missing
MWC09numeric27 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
MWC10numeric28 unique values
0 missing
ATSC6enumeric28 unique values
0 missing
Eig10_EA.ed.numeric24 unique values
0 missing
N.numeric12 unique values
0 missing
ATSC6inumeric29 unique values
0 missing
Eig10_EA.ri.numeric19 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC6mnumeric29 unique values
0 missing
Eig11_AEA.bo.numeric24 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC6pnumeric29 unique values
0 missing
Eig11_AEA.dm.numeric25 unique values
0 missing
NaaaCnumeric4 unique values
0 missing
ATSC6snumeric29 unique values
0 missing
Eig11_AEA.ed.numeric27 unique values
0 missing
NaaCHnumeric9 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
Eig11_AEA.ri.numeric22 unique values
0 missing
NaasCnumeric7 unique values
0 missing
ATSC7enumeric28 unique values
0 missing
Eig11_EAnumeric24 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC7inumeric29 unique values
0 missing
Eig11_EA.bo.numeric24 unique values
0 missing
nABnumeric8 unique values
0 missing
ATSC7mnumeric29 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
nArCOnumeric3 unique values
0 missing
ATSC7pnumeric29 unique values
0 missing
Eig11_EA.ri.numeric23 unique values
0 missing
nArOHnumeric5 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
Eig12_AEA.dm.numeric20 unique values
0 missing
nATnumeric19 unique values
0 missing
ATSC8enumeric28 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
nBMnumeric11 unique values
0 missing
ATSC8inumeric29 unique values
0 missing
Eig12_AEA.ri.numeric24 unique values
0 missing
nBnznumeric5 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
Eig12_EAnumeric23 unique values
0 missing
nBOnumeric18 unique values
0 missing
ATSC8pnumeric29 unique values
0 missing
Eig12_EA.bo.numeric24 unique values
0 missing
nBTnumeric21 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
Eig12_EA.ed.numeric27 unique values
0 missing
nCnumeric16 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
Eig12_EA.ri.numeric24 unique values
0 missing
nCarnumeric7 unique values
0 missing
BACnumeric17 unique values
0 missing
Eig13_AEA.bo.numeric25 unique values
0 missing
nCb.numeric8 unique values
0 missing
BBInumeric22 unique values
0 missing
Eig13_AEA.dm.numeric26 unique values
0 missing
nCbHnumeric9 unique values
0 missing
BIC0numeric24 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
nCconjnumeric3 unique values
0 missing
BIC1numeric25 unique values
0 missing
Eig13_AEA.ri.numeric25 unique values
0 missing
nCICnumeric5 unique values
0 missing
BIC2numeric29 unique values
0 missing
Eig13_EAnumeric25 unique values
0 missing
nCIRnumeric7 unique values
0 missing
BIC3numeric28 unique values
0 missing
Eig13_EA.bo.numeric25 unique values
0 missing
nCpnumeric4 unique values
0 missing
BIC4numeric24 unique values
0 missing
Eig13_EA.ed.numeric26 unique values
0 missing
nCrsnumeric3 unique values
0 missing
BIC5numeric22 unique values
0 missing
Eig13_EA.ri.numeric25 unique values
0 missing
nCrtnumeric2 unique values
0 missing
BIDnumeric24 unique values
0 missing
Eig14_AEA.bo.numeric25 unique values
0 missing
nCsnumeric10 unique values
0 missing
BLInumeric27 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
nCsp2numeric10 unique values
0 missing
BLTA96numeric26 unique values
0 missing
Eig14_AEA.ed.numeric26 unique values
0 missing
nCsp3numeric10 unique values
0 missing
BLTD48numeric26 unique values
0 missing
Eig14_AEA.ri.numeric25 unique values
0 missing
nCtnumeric2 unique values
0 missing
BLTF96numeric26 unique values
0 missing
Eig14_EAnumeric25 unique values
0 missing
nDBnumeric5 unique values
0 missing
C.numeric26 unique values
0 missing
Eig14_EA.bo.numeric24 unique values
0 missing
NddssSnumeric2 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig14_EA.ed.numeric26 unique values
0 missing
NdOnumeric5 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig14_EA.ri.numeric25 unique values
0 missing
NdssCnumeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_AEA.bo.numeric26 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig15_AEA.ed.numeric27 unique values
0 missing
nHnumeric18 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig15_AEA.ri.numeric28 unique values
0 missing
nHAccnumeric5 unique values
0 missing
C.024numeric9 unique values
0 missing
Eig15_EAnumeric27 unique values
0 missing
nHDonnumeric4 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig15_EA.bo.numeric27 unique values
0 missing
nHetnumeric7 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
nHMnumeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig15_EA.ed.numeric27 unique values
0 missing
nNnumeric4 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig15_EA.ri.numeric28 unique values
0 missing
NNRSnumeric6 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_alphanumeric25 unique values
0 missing
nOnumeric5 unique values
0 missing
C.039numeric3 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_Bnumeric21 unique values
0 missing
nPyrrolesnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
nR05numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_betanumeric27 unique values
0 missing
nR06numeric5 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_beta_Anumeric26 unique values
0 missing
nR09numeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_betaP_Anumeric26 unique values
0 missing
nRCOnumeric2 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
nRCONH2numeric2 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_Cnumeric28 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_C_Anumeric29 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eta_epsinumeric27 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
NRSnumeric4 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_Fnumeric29 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_F_Anumeric28 unique values
0 missing
NsCH3numeric4 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_FLnumeric24 unique values
0 missing
nSKnumeric17 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
Eta_FL_Anumeric27 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_Lnumeric29 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
NsOHnumeric5 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
NssCH2numeric8 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_sh_xnumeric5 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_sh_ynumeric26 unique values
0 missing
NssOnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS1enumeric25 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS1inumeric27 unique values
0 missing
O.numeric21 unique values
0 missing
CATS2D_03_LLnumeric15 unique values
0 missing
GATS1mnumeric25 unique values
0 missing
O.057numeric5 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS1pnumeric27 unique values
0 missing
O.058numeric5 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS1snumeric26 unique values
0 missing
O.060numeric2 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS1vnumeric25 unique values
0 missing
ON0numeric20 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS2enumeric28 unique values
0 missing
ON0Vnumeric29 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS2inumeric26 unique values
0 missing
ON1numeric26 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
GATS2mnumeric28 unique values
0 missing
ON1Vnumeric29 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
PCDnumeric27 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS2snumeric28 unique values
0 missing
PCRnumeric26 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
GATS2vnumeric28 unique values
0 missing
PDInumeric27 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS3enumeric28 unique values
0 missing
PHInumeric28 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS3inumeric28 unique values
0 missing
piIDnumeric28 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS3mnumeric28 unique values
0 missing
piPC01numeric22 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
GATS3pnumeric29 unique values
0 missing
piPC02numeric25 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS3snumeric28 unique values
0 missing
piPC03numeric26 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS4enumeric29 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS4inumeric28 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
GATS4mnumeric27 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS4pnumeric26 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS4snumeric28 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS4vnumeric28 unique values
0 missing
CATS2D_06_ALnumeric14 unique values
0 missing
GATS5enumeric29 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS5inumeric27 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS5mnumeric28 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS5pnumeric28 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
GATS5snumeric29 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
GATS5vnumeric25 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS6enumeric29 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS6inumeric27 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS6mnumeric29 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
GATS6pnumeric29 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS6snumeric27 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS6vnumeric29 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
GATS7enumeric29 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
GATS7inumeric28 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GATS7mnumeric28 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS7pnumeric28 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS7snumeric29 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GATS7vnumeric28 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS8enumeric29 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GATS8inumeric27 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS8mnumeric27 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
GATS8pnumeric27 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS8snumeric28 unique values
0 missing
CATS2D_08_LLnumeric19 unique values
0 missing
GATS8vnumeric26 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GGI1numeric11 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
GGI10numeric17 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
GGI2numeric12 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GGI3numeric17 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GGI4numeric27 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GGI5numeric27 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GGI6numeric25 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI7numeric25 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
GGI8numeric25 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI9numeric22 unique values
0 missing
CATS2D_09_LLnumeric17 unique values
0 missing
GMTInumeric28 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
GMTIVnumeric29 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GNarnumeric24 unique values
0 missing
CENTnumeric27 unique values
0 missing
H.numeric22 unique values
0 missing
Chi0_AEA.bo.numeric27 unique values
0 missing
H.046numeric14 unique values
0 missing
Chi0_AEA.dm.numeric27 unique values
0 missing
H.047numeric12 unique values
0 missing
Chi0_AEA.ed.numeric27 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_AEA.ri.numeric27 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_EAnumeric27 unique values
0 missing
H.051numeric6 unique values
0 missing
Chi0_EA.bo.numeric27 unique values
0 missing
H.052numeric3 unique values
0 missing
Chi0_EA.dm.numeric21 unique values
0 missing
HDcpxnumeric25 unique values
0 missing
Chi0_EA.ed.numeric28 unique values
0 missing
HNarnumeric23 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
HVcpxnumeric28 unique values
0 missing
Chi1_AEA.bo.numeric28 unique values
0 missing
Hynumeric26 unique values
0 missing
Chi1_AEA.dm.numeric28 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_AEA.ed.numeric28 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_AEA.ri.numeric28 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
Chi1_EAnumeric28 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi1_EA.bo.numeric28 unique values
0 missing
IACnumeric27 unique values
0 missing
Chi1_EA.dm.numeric19 unique values
0 missing
IC0numeric27 unique values
0 missing
Chi1_EA.ed.numeric28 unique values
0 missing
IC1numeric27 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
IC2numeric29 unique values
0 missing
CIC0numeric27 unique values
0 missing
IC3numeric29 unique values
0 missing
CIC1numeric28 unique values
0 missing
IC4numeric28 unique values
0 missing
CIC2numeric29 unique values
0 missing
IC5numeric28 unique values
0 missing
CIC3numeric28 unique values
0 missing
ICRnumeric26 unique values
0 missing
CIC4numeric28 unique values
0 missing
IDDEnumeric27 unique values
0 missing
CIC5numeric28 unique values
0 missing
IDDMnumeric25 unique values
0 missing
CIDnumeric26 unique values
0 missing
IDEnumeric26 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDETnumeric28 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDMnumeric27 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDMTnumeric28 unique values
0 missing
CSInumeric27 unique values
0 missing
Infective.50numeric2 unique values
0 missing
DBInumeric23 unique values
0 missing
Infective.80numeric2 unique values
0 missing
D.Dtr05numeric17 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
D.Dtr06numeric27 unique values
0 missing
ISIZnumeric19 unique values
0 missing
D.Dtr09numeric17 unique values
0 missing
IVDEnumeric24 unique values
0 missing
D.Dtr10numeric8 unique values
0 missing
IVDMnumeric24 unique values
0 missing
DECCnumeric27 unique values
0 missing
JGI1numeric23 unique values
0 missing
DELSnumeric29 unique values
0 missing
JGI10numeric5 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI2numeric18 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI3numeric19 unique values
0 missing
DLS_02numeric4 unique values
0 missing
JGI4numeric17 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI5numeric13 unique values
0 missing
DLS_04numeric6 unique values
0 missing
JGI6numeric11 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI7numeric11 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
29
Number of instances (rows) of the dataset.
NumberOfFeatures
682
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
681
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
23.52
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.88
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
-0.03
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.83
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
89.11
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.09
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.15
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.5
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
29
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.61
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
36268.86
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
3.12
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
5.14
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.39
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
5.39
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
0.72
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
23699.16
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.73
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.38
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
0.59
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
2.28
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
136.01
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.77
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.43
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.23
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-CHEMBL5761
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5761
0 runs - estimation_procedure: 50 times Clustering
Define a new task