Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1075163 (TID: 103102), and it has 23 rows and 650 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.

652 features

pXC50 (target)numeric20 unique values
0 missing
molecule_id (row identifier)nominal23 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI2numeric12 unique values
0 missing
Mpnumeric13 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
JGI3numeric15 unique values
0 missing
MATS6vnumeric22 unique values
0 missing
Dznumeric16 unique values
0 missing
JGI4numeric11 unique values
0 missing
SIC2numeric17 unique values
0 missing
ECCnumeric18 unique values
0 missing
JGI5numeric10 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
JGI6numeric10 unique values
0 missing
AECCnumeric20 unique values
0 missing
Eig01_AEA.dm.numeric18 unique values
0 missing
JGI7numeric9 unique values
0 missing
ALOGPnumeric20 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
JGI8numeric9 unique values
0 missing
ALOGP2numeric20 unique values
0 missing
Eig01_AEA.ri.numeric18 unique values
0 missing
JGI9numeric8 unique values
0 missing
AMRnumeric20 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
JGTnumeric21 unique values
0 missing
AMWnumeric16 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
LLS_01numeric6 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
LLS_02numeric2 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
LOCnumeric17 unique values
0 missing
ATS1inumeric18 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
LPRSnumeric21 unique values
0 missing
ATS1mnumeric19 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
MATS1enumeric18 unique values
0 missing
ATS1pnumeric19 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
MATS1inumeric19 unique values
0 missing
ATS1snumeric21 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
MATS1mnumeric17 unique values
0 missing
ATS1vnumeric19 unique values
0 missing
Eig02_AEA.ri.numeric19 unique values
0 missing
MATS1pnumeric17 unique values
0 missing
ATS2enumeric20 unique values
0 missing
Eig02_EAnumeric17 unique values
0 missing
MATS1snumeric20 unique values
0 missing
ATS2inumeric20 unique values
0 missing
Eig02_EA.bo.numeric17 unique values
0 missing
MATS1vnumeric15 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
MATS2enumeric20 unique values
0 missing
ATS2pnumeric20 unique values
0 missing
Eig02_EA.ed.numeric18 unique values
0 missing
MATS2inumeric20 unique values
0 missing
ATS2snumeric21 unique values
0 missing
Eig02_EA.ri.numeric19 unique values
0 missing
MATS2mnumeric20 unique values
0 missing
ATS2vnumeric20 unique values
0 missing
Eig03_AEA.bo.numeric19 unique values
0 missing
MATS2pnumeric20 unique values
0 missing
ATS3enumeric21 unique values
0 missing
Eig03_AEA.dm.numeric21 unique values
0 missing
MATS2snumeric22 unique values
0 missing
ATS3inumeric19 unique values
0 missing
Eig03_AEA.ed.numeric17 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
ATS3mnumeric21 unique values
0 missing
Eig03_AEA.ri.numeric22 unique values
0 missing
MATS3enumeric22 unique values
0 missing
ATS3pnumeric21 unique values
0 missing
Eig03_EAnumeric19 unique values
0 missing
MATS3inumeric19 unique values
0 missing
ATS3snumeric23 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
MATS3mnumeric22 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
MATS3pnumeric21 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig03_EA.ed.numeric18 unique values
0 missing
MATS3snumeric22 unique values
0 missing
ATS4inumeric22 unique values
0 missing
Eig03_EA.ri.numeric22 unique values
0 missing
MATS3vnumeric20 unique values
0 missing
ATS4mnumeric22 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
MATS4enumeric23 unique values
0 missing
ATS4pnumeric23 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
MATS4inumeric21 unique values
0 missing
ATS4snumeric23 unique values
0 missing
Eig04_AEA.ed.numeric18 unique values
0 missing
MATS4mnumeric23 unique values
0 missing
ATS4vnumeric23 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
MATS4pnumeric22 unique values
0 missing
ATS5enumeric23 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
MATS4snumeric23 unique values
0 missing
ATS5inumeric23 unique values
0 missing
Eig04_EA.bo.numeric20 unique values
0 missing
MATS4vnumeric22 unique values
0 missing
ATS5mnumeric22 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS5enumeric21 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
Eig04_EA.ed.numeric18 unique values
0 missing
MATS5inumeric23 unique values
0 missing
ATS5snumeric23 unique values
0 missing
Eig04_EA.ri.numeric23 unique values
0 missing
MATS5mnumeric23 unique values
0 missing
ATS5vnumeric23 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
MATS5pnumeric23 unique values
0 missing
ATS6enumeric22 unique values
0 missing
Eig05_AEA.dm.numeric23 unique values
0 missing
MATS5snumeric23 unique values
0 missing
ATS6inumeric23 unique values
0 missing
Eig05_AEA.ed.numeric19 unique values
0 missing
MATS5vnumeric23 unique values
0 missing
ATS6mnumeric23 unique values
0 missing
Eig05_AEA.ri.numeric23 unique values
0 missing
MATS6enumeric23 unique values
0 missing
ATS6pnumeric22 unique values
0 missing
Eig05_EAnumeric21 unique values
0 missing
MATS6inumeric22 unique values
0 missing
ATS6snumeric23 unique values
0 missing
Eig05_EA.bo.numeric20 unique values
0 missing
MATS6mnumeric22 unique values
0 missing
ATS6vnumeric23 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS6pnumeric22 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
MATS6snumeric21 unique values
0 missing
ATS7inumeric23 unique values
0 missing
Eig05_EA.ri.numeric23 unique values
0 missing
MATS7enumeric22 unique values
0 missing
ATS7mnumeric23 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
MATS7inumeric22 unique values
0 missing
ATS7pnumeric22 unique values
0 missing
Eig06_AEA.dm.numeric22 unique values
0 missing
MATS7mnumeric20 unique values
0 missing
ATS7snumeric23 unique values
0 missing
Eig06_AEA.ed.numeric19 unique values
0 missing
MATS7pnumeric23 unique values
0 missing
ATS7vnumeric23 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
MATS7snumeric22 unique values
0 missing
ATS8enumeric23 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
MATS7vnumeric22 unique values
0 missing
ATS8inumeric23 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
MATS8enumeric21 unique values
0 missing
ATS8mnumeric23 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MATS8inumeric21 unique values
0 missing
ATS8pnumeric23 unique values
0 missing
Eig06_EA.ed.numeric20 unique values
0 missing
MATS8mnumeric23 unique values
0 missing
ATS8snumeric23 unique values
0 missing
Eig06_EA.ri.numeric19 unique values
0 missing
MATS8pnumeric23 unique values
0 missing
ATS8vnumeric23 unique values
0 missing
Eig07_AEA.bo.numeric21 unique values
0 missing
MATS8snumeric23 unique values
0 missing
ATSC1enumeric17 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
MATS8vnumeric23 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
Eig07_AEA.ed.numeric20 unique values
0 missing
MAXDNnumeric22 unique values
0 missing
ATSC1mnumeric19 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
MAXDPnumeric23 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
Eig07_EAnumeric21 unique values
0 missing
MCDnumeric11 unique values
0 missing
ATSC1snumeric21 unique values
0 missing
Eig07_EA.bo.numeric22 unique values
0 missing
MDDDnumeric21 unique values
0 missing
ATSC1vnumeric19 unique values
0 missing
Eig07_EA.ed.numeric20 unique values
0 missing
Menumeric14 unique values
0 missing
ATSC2enumeric20 unique values
0 missing
Eig07_EA.ri.numeric21 unique values
0 missing
Minumeric12 unique values
0 missing
ATSC2inumeric20 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
MLOGPnumeric16 unique values
0 missing
ATSC2mnumeric20 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
MLOGP2numeric16 unique values
0 missing
ATSC2pnumeric20 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
MPC01numeric10 unique values
0 missing
ATSC2snumeric22 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
MPC02numeric14 unique values
0 missing
ATSC2vnumeric20 unique values
0 missing
Eig08_EAnumeric21 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATSC3enumeric22 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
MPC04numeric15 unique values
0 missing
ATSC3inumeric20 unique values
0 missing
Eig08_EA.ed.numeric21 unique values
0 missing
MPC05numeric17 unique values
0 missing
ATSC3mnumeric22 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
MPC06numeric17 unique values
0 missing
ATSC3pnumeric22 unique values
0 missing
Eig09_AEA.bo.numeric20 unique values
0 missing
MPC07numeric18 unique values
0 missing
ATSC3snumeric23 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
MPC08numeric20 unique values
0 missing
ATSC3vnumeric22 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
MPC09numeric18 unique values
0 missing
ATSC4enumeric21 unique values
0 missing
Eig09_AEA.ri.numeric22 unique values
0 missing
MPC10numeric19 unique values
0 missing
ATSC4inumeric22 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
MSDnumeric21 unique values
0 missing
ATSC4mnumeric23 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
Mvnumeric14 unique values
0 missing
ATSC4pnumeric22 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
MWnumeric16 unique values
0 missing
ATSC4snumeric23 unique values
0 missing
Eig09_EA.ri.numeric22 unique values
0 missing
MWC01numeric10 unique values
0 missing
ATSC4vnumeric23 unique values
0 missing
Eig10_AEA.bo.numeric21 unique values
0 missing
MWC02numeric14 unique values
0 missing
ATSC5enumeric22 unique values
0 missing
Eig10_AEA.dm.numeric23 unique values
0 missing
MWC03numeric19 unique values
0 missing
ATSC5inumeric23 unique values
0 missing
Eig10_AEA.ed.numeric21 unique values
0 missing
MWC04numeric19 unique values
0 missing
ATSC5mnumeric23 unique values
0 missing
Eig10_AEA.ri.numeric21 unique values
0 missing
MWC05numeric19 unique values
0 missing
ATSC5pnumeric23 unique values
0 missing
Eig10_EAnumeric21 unique values
0 missing
MWC06numeric18 unique values
0 missing
ATSC5snumeric23 unique values
0 missing
Eig10_EA.bo.numeric21 unique values
0 missing
MWC07numeric19 unique values
0 missing
ATSC5vnumeric22 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
MWC08numeric19 unique values
0 missing
ATSC6enumeric23 unique values
0 missing
Eig10_EA.ri.numeric23 unique values
0 missing
MWC09numeric19 unique values
0 missing
ATSC6inumeric22 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
MWC10numeric20 unique values
0 missing
ATSC6mnumeric23 unique values
0 missing
Eig11_AEA.dm.numeric22 unique values
0 missing
N.numeric12 unique values
0 missing
ATSC6pnumeric23 unique values
0 missing
Eig11_AEA.ed.numeric21 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC6snumeric23 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC6vnumeric23 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC7enumeric22 unique values
0 missing
Eig11_EA.bo.numeric21 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC7inumeric23 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC7mnumeric23 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC7pnumeric23 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC7snumeric23 unique values
0 missing
Eig12_AEA.dm.numeric21 unique values
0 missing
N.073numeric3 unique values
0 missing
ATSC7vnumeric23 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
N.075numeric3 unique values
0 missing
ATSC8enumeric20 unique values
0 missing
Eig12_AEA.ri.numeric23 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
Eig12_EAnumeric21 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
ATSC8mnumeric23 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
NaaNnumeric3 unique values
0 missing
ATSC8pnumeric23 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC8snumeric23 unique values
0 missing
Eig12_EA.ri.numeric23 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATSC8vnumeric23 unique values
0 missing
Eig13_AEA.bo.numeric21 unique values
0 missing
NaasNnumeric2 unique values
0 missing
BACnumeric18 unique values
0 missing
Eig13_AEA.dm.numeric23 unique values
0 missing
nABnumeric4 unique values
0 missing
BBInumeric14 unique values
0 missing
Eig13_AEA.ed.numeric20 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
BIC0numeric15 unique values
0 missing
Eig13_AEA.ri.numeric22 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
BIC1numeric18 unique values
0 missing
Eig13_EAnumeric21 unique values
0 missing
nArNH2numeric2 unique values
0 missing
BIC2numeric18 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
BIC3numeric12 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
nArNR2numeric2 unique values
0 missing
BIC4numeric15 unique values
0 missing
Eig13_EA.ri.numeric23 unique values
0 missing
nArOHnumeric2 unique values
0 missing
BIC5numeric15 unique values
0 missing
Eig14_AEA.bo.numeric21 unique values
0 missing
nArORnumeric3 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
nArXnumeric2 unique values
0 missing
BLInumeric20 unique values
0 missing
Eig14_AEA.ed.numeric20 unique values
0 missing
nATnumeric12 unique values
0 missing
BLTA96numeric16 unique values
0 missing
Eig14_AEA.ri.numeric22 unique values
0 missing
nBMnumeric5 unique values
0 missing
BLTD48numeric16 unique values
0 missing
Eig14_EAnumeric21 unique values
0 missing
nBnznumeric2 unique values
0 missing
BLTF96numeric16 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
nBOnumeric10 unique values
0 missing
C.numeric12 unique values
0 missing
Eig14_EA.ed.numeric21 unique values
0 missing
nBTnumeric12 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
nCnumeric9 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig15_AEA.bo.numeric22 unique values
0 missing
nCarnumeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_AEA.dm.numeric23 unique values
0 missing
nCb.numeric4 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig15_AEA.ed.numeric18 unique values
0 missing
nCbHnumeric4 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig15_AEA.ri.numeric22 unique values
0 missing
nCconjnumeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig15_EAnumeric20 unique values
0 missing
nCICnumeric3 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
nCIRnumeric4 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
nCLnumeric2 unique values
0 missing
C.014numeric2 unique values
0 missing
Eig15_EA.ri.numeric21 unique values
0 missing
nCpnumeric5 unique values
0 missing
C.024numeric4 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
nCrsnumeric2 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
nCrtnumeric2 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
nCRX3numeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_B_Anumeric13 unique values
0 missing
nCsnumeric4 unique values
0 missing
C.028numeric3 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
nCsp2numeric4 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_beta_Anumeric16 unique values
0 missing
nCsp3numeric8 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
nCtnumeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
nDBnumeric4 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
NddssSnumeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
Eta_betaS_Anumeric14 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_epsinumeric16 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_epsi_Anumeric16 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
Eta_Fnumeric22 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_F_Anumeric18 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eta_FLnumeric21 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_FL_Anumeric16 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_Lnumeric20 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
Eta_sh_pnumeric19 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_sh_xnumeric8 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
F.085numeric2 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS1enumeric17 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
GATS1inumeric19 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS1mnumeric19 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS1pnumeric19 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
GATS1snumeric21 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS1vnumeric19 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS2enumeric20 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS2inumeric19 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS2mnumeric20 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS2pnumeric19 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS2snumeric22 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS2vnumeric20 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS3enumeric22 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS3inumeric18 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS3mnumeric21 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS3pnumeric21 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS3snumeric23 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS3vnumeric21 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS4enumeric22 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS4inumeric21 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS4mnumeric22 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS4pnumeric22 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS4snumeric22 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS4vnumeric21 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS5enumeric22 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS5inumeric22 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS5mnumeric23 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS5pnumeric22 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS5snumeric22 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS5vnumeric23 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS6enumeric21 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS6inumeric21 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GATS6mnumeric23 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS6pnumeric23 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS6snumeric23 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GATS6vnumeric20 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS7enumeric23 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS7inumeric20 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS7mnumeric23 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GATS7pnumeric23 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS7snumeric23 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
GATS7vnumeric21 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
GATS8enumeric23 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS8inumeric23 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GATS8mnumeric22 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GATS8pnumeric23 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GATS8snumeric23 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GATS8vnumeric20 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GGI1numeric9 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI10numeric9 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
GGI2numeric7 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GGI3numeric11 unique values
0 missing
CENTnumeric21 unique values
0 missing
GGI4numeric17 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
GGI5numeric17 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
GGI6numeric17 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
GGI7numeric17 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
GGI8numeric17 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
GGI9numeric10 unique values
0 missing
Chi0_EA.bo.numeric20 unique values
0 missing
GMTInumeric21 unique values
0 missing
Chi0_EA.dm.numeric19 unique values
0 missing
GMTIVnumeric23 unique values
0 missing
Chi0_EA.ed.numeric19 unique values
0 missing
GNarnumeric14 unique values
0 missing
Chi0_EA.ri.numeric22 unique values
0 missing
H.numeric15 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
H.046numeric4 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
H.047numeric10 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
H.050numeric5 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
H.051numeric4 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
H.052numeric4 unique values
0 missing
Chi1_EA.ed.numeric19 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi1_EA.ri.numeric23 unique values
0 missing
HDcpxnumeric21 unique values
0 missing
CIC0numeric16 unique values
0 missing
HNarnumeric12 unique values
0 missing
CIC1numeric19 unique values
0 missing
HVcpxnumeric21 unique values
0 missing
CIC2numeric18 unique values
0 missing
Hynumeric17 unique values
0 missing
CIC3numeric14 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CIC4numeric16 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC5numeric16 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIDnumeric18 unique values
0 missing
IACnumeric16 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC0numeric16 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC1numeric20 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC2numeric19 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC3numeric16 unique values
0 missing
CSInumeric20 unique values
0 missing
IC4numeric16 unique values
0 missing
DBInumeric13 unique values
0 missing
IC5numeric16 unique values
0 missing
D.Dtr05numeric21 unique values
0 missing
ICRnumeric20 unique values
0 missing
D.Dtr06numeric21 unique values
0 missing
IDDEnumeric18 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
IDDMnumeric20 unique values
0 missing
D.Dtr09numeric21 unique values
0 missing
IDEnumeric20 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
IDETnumeric21 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
IDMnumeric21 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
IDMTnumeric21 unique values
0 missing
DECCnumeric18 unique values
0 missing
Infective.50numeric2 unique values
0 missing
DELSnumeric23 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
ISIZnumeric12 unique values
0 missing
DLS_02numeric3 unique values
0 missing
IVDEnumeric14 unique values
0 missing
DLS_03numeric3 unique values
0 missing
IVDMnumeric14 unique values
0 missing
DLS_04numeric2 unique values
0 missing
JGI1numeric16 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI10numeric4 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
23
Number of instances (rows) of the dataset.
NumberOfFeatures
652
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
651
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.19
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.13
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
23
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.96
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
14915.13
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.81
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
28.35
Number of attributes divided by the number of instances.
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.8
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
4.8
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
5.06
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.42
Average class difference between consecutive instances.
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
15186.74
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.36
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
4.39
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.79
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
55.4
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
1.34
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.77
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.32
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
-0.36
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
0.8
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.18
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
47.79
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
Entropy of the target attribute values.
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
2.57
Second quartile (Median) of kurtosis among attributes of the numeric type.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075163
0 runs - estimation_procedure: 50 times Clustering
Define a new task