Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL2118 (TID: 10664), and it has 29 rows and 698 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.

700 features

pXC50 (target)numeric25 unique values
0 missing
molecule_id (row identifier)nominal29 unique values
0 missing
DLS_06numeric2 unique values
0 missing
IVDEnumeric18 unique values
0 missing
ALOGPnumeric26 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
IVDMnumeric18 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
Dznumeric20 unique values
0 missing
JGI1numeric18 unique values
0 missing
SaaCHnumeric27 unique values
0 missing
ECCnumeric23 unique values
0 missing
JGI10numeric3 unique values
0 missing
Minumeric17 unique values
0 missing
Eig01_AEA.bo.numeric24 unique values
0 missing
JGI2numeric19 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
Eig01_AEA.dm.numeric22 unique values
0 missing
JGI3numeric18 unique values
0 missing
N.numeric21 unique values
0 missing
Eig01_AEA.ed.numeric21 unique values
0 missing
JGI4numeric19 unique values
0 missing
MLOGPnumeric21 unique values
0 missing
Eig01_AEA.ri.numeric27 unique values
0 missing
JGI5numeric19 unique values
0 missing
SpMax1_Bh.p.numeric27 unique values
0 missing
Eig01_EAnumeric23 unique values
0 missing
JGI6numeric11 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
Eig01_EA.bo.numeric21 unique values
0 missing
JGI7numeric10 unique values
0 missing
X4Avnumeric20 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
JGI8numeric7 unique values
0 missing
C.numeric16 unique values
0 missing
Eig01_EA.ed.numeric23 unique values
0 missing
JGI9numeric6 unique values
0 missing
MATS1inumeric23 unique values
0 missing
Eig01_EA.ri.numeric25 unique values
0 missing
JGTnumeric22 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
Eig02_AEA.bo.numeric24 unique values
0 missing
LLS_01numeric4 unique values
0 missing
BLTA96numeric21 unique values
0 missing
Eig02_AEA.dm.numeric25 unique values
0 missing
LOCnumeric20 unique values
0 missing
BLTD48numeric21 unique values
0 missing
Eig02_AEA.ed.numeric24 unique values
0 missing
LPRSnumeric24 unique values
0 missing
BLTF96numeric21 unique values
0 missing
Eig02_AEA.ri.numeric27 unique values
0 missing
MATS1enumeric22 unique values
0 missing
AACnumeric21 unique values
0 missing
Eig02_EAnumeric23 unique values
0 missing
MATS1mnumeric19 unique values
0 missing
AECCnumeric23 unique values
0 missing
Eig02_EA.bo.numeric25 unique values
0 missing
MATS1pnumeric23 unique values
0 missing
ALOGP2numeric26 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS1snumeric28 unique values
0 missing
AMRnumeric26 unique values
0 missing
Eig02_EA.ed.numeric24 unique values
0 missing
MATS1vnumeric21 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig02_EA.ri.numeric27 unique values
0 missing
MATS2enumeric26 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
MATS2inumeric26 unique values
0 missing
ATS1enumeric22 unique values
0 missing
Eig03_AEA.dm.numeric25 unique values
0 missing
MATS2mnumeric26 unique values
0 missing
ATS1inumeric23 unique values
0 missing
Eig03_AEA.ed.numeric24 unique values
0 missing
MATS2pnumeric26 unique values
0 missing
ATS1mnumeric23 unique values
0 missing
Eig03_AEA.ri.numeric26 unique values
0 missing
MATS2snumeric28 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
Eig03_EAnumeric23 unique values
0 missing
MATS2vnumeric24 unique values
0 missing
ATS1snumeric27 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
MATS3enumeric28 unique values
0 missing
ATS1vnumeric23 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
MATS3inumeric26 unique values
0 missing
ATS2enumeric24 unique values
0 missing
Eig03_EA.ed.numeric24 unique values
0 missing
MATS3mnumeric27 unique values
0 missing
ATS2inumeric24 unique values
0 missing
Eig03_EA.ri.numeric27 unique values
0 missing
MATS3pnumeric27 unique values
0 missing
ATS2mnumeric26 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
MATS3snumeric28 unique values
0 missing
ATS2pnumeric26 unique values
0 missing
Eig04_AEA.dm.numeric23 unique values
0 missing
MATS3vnumeric26 unique values
0 missing
ATS2snumeric28 unique values
0 missing
Eig04_AEA.ed.numeric23 unique values
0 missing
MATS4enumeric28 unique values
0 missing
ATS2vnumeric26 unique values
0 missing
Eig04_AEA.ri.numeric25 unique values
0 missing
MATS4inumeric28 unique values
0 missing
ATS3enumeric25 unique values
0 missing
Eig04_EAnumeric19 unique values
0 missing
MATS4mnumeric28 unique values
0 missing
ATS3inumeric27 unique values
0 missing
Eig04_EA.bo.numeric21 unique values
0 missing
MATS4pnumeric27 unique values
0 missing
ATS3mnumeric28 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS4snumeric28 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig04_EA.ed.numeric22 unique values
0 missing
MATS4vnumeric27 unique values
0 missing
ATS3snumeric28 unique values
0 missing
Eig04_EA.ri.numeric25 unique values
0 missing
MATS5enumeric28 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
Eig05_AEA.bo.numeric25 unique values
0 missing
MATS5inumeric27 unique values
0 missing
ATS4enumeric27 unique values
0 missing
Eig05_AEA.dm.numeric25 unique values
0 missing
MATS5mnumeric28 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Eig05_AEA.ed.numeric23 unique values
0 missing
MATS5pnumeric27 unique values
0 missing
ATS4mnumeric28 unique values
0 missing
Eig05_AEA.ri.numeric27 unique values
0 missing
MATS5snumeric26 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig05_EAnumeric24 unique values
0 missing
MATS5vnumeric27 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig05_EA.bo.numeric25 unique values
0 missing
MATS6enumeric27 unique values
0 missing
ATS4vnumeric27 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
MATS6inumeric28 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Eig05_EA.ri.numeric26 unique values
0 missing
MATS6mnumeric27 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig06_AEA.bo.numeric23 unique values
0 missing
MATS6pnumeric27 unique values
0 missing
ATS5mnumeric28 unique values
0 missing
Eig06_AEA.dm.numeric24 unique values
0 missing
MATS6snumeric28 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig06_AEA.ed.numeric21 unique values
0 missing
MATS6vnumeric28 unique values
0 missing
ATS5snumeric28 unique values
0 missing
Eig06_AEA.ri.numeric25 unique values
0 missing
MATS7enumeric26 unique values
0 missing
ATS5vnumeric27 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
MATS7inumeric25 unique values
0 missing
ATS6enumeric28 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
MATS7mnumeric26 unique values
0 missing
ATS6inumeric28 unique values
0 missing
Eig06_EA.ed.numeric23 unique values
0 missing
MATS7pnumeric25 unique values
0 missing
ATS6mnumeric28 unique values
0 missing
Eig06_EA.ri.numeric26 unique values
0 missing
MATS7snumeric24 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
MATS7vnumeric25 unique values
0 missing
ATS6snumeric27 unique values
0 missing
Eig07_AEA.dm.numeric25 unique values
0 missing
MATS8enumeric22 unique values
0 missing
ATS6vnumeric28 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
MATS8inumeric22 unique values
0 missing
ATS7enumeric25 unique values
0 missing
Eig07_AEA.ri.numeric27 unique values
0 missing
MATS8mnumeric22 unique values
0 missing
ATS7inumeric25 unique values
0 missing
Eig07_EAnumeric23 unique values
0 missing
MATS8pnumeric22 unique values
0 missing
ATS7mnumeric25 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
MATS8snumeric22 unique values
0 missing
ATS7pnumeric25 unique values
0 missing
Eig07_EA.ed.numeric24 unique values
0 missing
MATS8vnumeric22 unique values
0 missing
ATS7snumeric25 unique values
0 missing
Eig07_EA.ri.numeric26 unique values
0 missing
MAXDNnumeric24 unique values
0 missing
ATS7vnumeric25 unique values
0 missing
Eig08_AEA.bo.numeric24 unique values
0 missing
MAXDPnumeric28 unique values
0 missing
ATS8enumeric18 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
MCDnumeric16 unique values
0 missing
ATS8inumeric18 unique values
0 missing
Eig08_AEA.ed.numeric24 unique values
0 missing
MDDDnumeric24 unique values
0 missing
ATS8mnumeric18 unique values
0 missing
Eig08_AEA.ri.numeric25 unique values
0 missing
Menumeric18 unique values
0 missing
ATS8pnumeric18 unique values
0 missing
Eig08_EAnumeric20 unique values
0 missing
MLOGP2numeric20 unique values
0 missing
ATS8snumeric18 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
Mpnumeric19 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
MPC01numeric13 unique values
0 missing
ATSC1enumeric19 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
MPC02numeric15 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
Eig08_EA.ri.numeric26 unique values
0 missing
MPC03numeric20 unique values
0 missing
ATSC1mnumeric23 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
MPC04numeric21 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig09_AEA.dm.numeric21 unique values
0 missing
MPC05numeric22 unique values
0 missing
ATSC1snumeric28 unique values
0 missing
Eig09_AEA.ed.numeric21 unique values
0 missing
MPC06numeric21 unique values
0 missing
ATSC1vnumeric23 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
MPC08numeric17 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
Eig09_EA.bo.numeric24 unique values
0 missing
MPC09numeric17 unique values
0 missing
ATSC2mnumeric26 unique values
0 missing
Eig09_EA.dm.numeric5 unique values
0 missing
MPC10numeric16 unique values
0 missing
ATSC2pnumeric26 unique values
0 missing
Eig09_EA.ed.numeric23 unique values
0 missing
MSDnumeric24 unique values
0 missing
ATSC2snumeric28 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
Mvnumeric22 unique values
0 missing
ATSC2vnumeric26 unique values
0 missing
Eig10_AEA.bo.numeric18 unique values
0 missing
MWnumeric22 unique values
0 missing
ATSC3enumeric28 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
MWC01numeric13 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
MWC02numeric16 unique values
0 missing
ATSC3mnumeric28 unique values
0 missing
Eig10_AEA.ri.numeric18 unique values
0 missing
MWC03numeric21 unique values
0 missing
ATSC3pnumeric28 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
MWC04numeric23 unique values
0 missing
ATSC3snumeric28 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
MWC05numeric24 unique values
0 missing
ATSC3vnumeric26 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
MWC06numeric24 unique values
0 missing
ATSC4enumeric28 unique values
0 missing
Eig10_EA.ed.numeric19 unique values
0 missing
MWC07numeric24 unique values
0 missing
ATSC4inumeric28 unique values
0 missing
Eig10_EA.ri.numeric20 unique values
0 missing
MWC08numeric24 unique values
0 missing
ATSC4mnumeric28 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
MWC09numeric24 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
Eig11_AEA.dm.numeric17 unique values
0 missing
MWC10numeric24 unique values
0 missing
ATSC4snumeric28 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
N.066numeric3 unique values
0 missing
ATSC4vnumeric28 unique values
0 missing
Eig11_AEA.ri.numeric17 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC5enumeric26 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
N.070numeric3 unique values
0 missing
ATSC5inumeric28 unique values
0 missing
Eig11_EA.bo.numeric17 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC5mnumeric28 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC5pnumeric28 unique values
0 missing
Eig11_EA.ed.numeric18 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC5snumeric28 unique values
0 missing
Eig11_EA.ri.numeric18 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC5vnumeric28 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC6enumeric26 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATSC6mnumeric28 unique values
0 missing
Eig12_AEA.ri.numeric14 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC6pnumeric28 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATSC6snumeric28 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
nABnumeric4 unique values
0 missing
ATSC6vnumeric28 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
nArNHRnumeric3 unique values
0 missing
ATSC7inumeric24 unique values
0 missing
Eig12_EA.ri.numeric15 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC7mnumeric26 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
nArOHnumeric3 unique values
0 missing
ATSC7pnumeric26 unique values
0 missing
Eig13_AEA.dm.numeric13 unique values
0 missing
nATnumeric19 unique values
0 missing
ATSC7snumeric26 unique values
0 missing
Eig13_AEA.ed.numeric12 unique values
0 missing
nBMnumeric3 unique values
0 missing
ATSC7vnumeric26 unique values
0 missing
Eig13_AEA.ri.numeric14 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC8enumeric21 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
nBOnumeric13 unique values
0 missing
ATSC8inumeric21 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
nBTnumeric19 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
nCnumeric10 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
nCarnumeric5 unique values
0 missing
ATSC8snumeric22 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
nCbHnumeric5 unique values
0 missing
BACnumeric15 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
nCconjnumeric3 unique values
0 missing
BBInumeric15 unique values
0 missing
Eig14_AEA.ed.numeric9 unique values
0 missing
nCICnumeric4 unique values
0 missing
BIC0numeric22 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
nCIRnumeric4 unique values
0 missing
BIC1numeric24 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
nC.N.N.numeric2 unique values
0 missing
BIC2numeric28 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
nC..N.N2numeric2 unique values
0 missing
BIC3numeric25 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
nCpnumeric5 unique values
0 missing
BIC4numeric25 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
nCR2X2numeric2 unique values
0 missing
BIC5numeric24 unique values
0 missing
Eig14_EA.ri.numeric13 unique values
0 missing
nCrsnumeric7 unique values
0 missing
BIDnumeric22 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
nCrtnumeric2 unique values
0 missing
BLInumeric27 unique values
0 missing
Eig15_AEA.dm.numeric11 unique values
0 missing
nCsnumeric8 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig15_AEA.ed.numeric10 unique values
0 missing
nCspnumeric2 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig15_AEA.ri.numeric12 unique values
0 missing
nCsp2numeric6 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_EAnumeric7 unique values
0 missing
nCsp3numeric9 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
nCtnumeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
nDBnumeric3 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
NdCH2numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig15_EA.ri.numeric12 unique values
0 missing
NdOnumeric2 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_alphanumeric20 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_Bnumeric16 unique values
0 missing
NdsNnumeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
NdssCnumeric3 unique values
0 missing
C.021numeric2 unique values
0 missing
Eta_betanumeric22 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.022numeric3 unique values
0 missing
Eta_beta_Anumeric23 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
nFnumeric2 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_betaP_Anumeric19 unique values
0 missing
nHnumeric18 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
nHAccnumeric5 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_betaS_Anumeric18 unique values
0 missing
nHDonnumeric5 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_Cnumeric28 unique values
0 missing
nHetnumeric5 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_C_Anumeric28 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
nNnumeric4 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
NNRSnumeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_Fnumeric28 unique values
0 missing
nOnumeric3 unique values
0 missing
C.042numeric2 unique values
0 missing
Eta_F_Anumeric28 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
CATS2D_00_DDnumeric4 unique values
0 missing
Eta_FLnumeric25 unique values
0 missing
nR03numeric2 unique values
0 missing
CATS2D_00_DPnumeric4 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
nR05numeric3 unique values
0 missing
CATS2D_00_PPnumeric4 unique values
0 missing
Eta_Lnumeric28 unique values
0 missing
nR06numeric3 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_L_Anumeric23 unique values
0 missing
nR07numeric2 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eta_sh_pnumeric24 unique values
0 missing
nR.C.numeric3 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
nR.CH.Xnumeric2 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_sh_ynumeric19 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
F.082numeric2 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS1enumeric22 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS1inumeric22 unique values
0 missing
nRNH2numeric3 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
NRSnumeric4 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS1pnumeric23 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
GATS1snumeric27 unique values
0 missing
NsFnumeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS1vnumeric23 unique values
0 missing
nSKnumeric14 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
GATS2enumeric24 unique values
0 missing
NsNH2numeric4 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS2inumeric26 unique values
0 missing
NsOHnumeric3 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GATS2mnumeric24 unique values
0 missing
NssCH2numeric8 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS2pnumeric26 unique values
0 missing
NssNHnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS2snumeric27 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS2vnumeric26 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS3enumeric28 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS3inumeric27 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS3mnumeric25 unique values
0 missing
NtCHnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS3pnumeric27 unique values
0 missing
NtsCnumeric3 unique values
0 missing
CATS2D_03_PPnumeric2 unique values
0 missing
GATS3snumeric27 unique values
0 missing
nXnumeric2 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
GATS3vnumeric27 unique values
0 missing
O.numeric3 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS4enumeric27 unique values
0 missing
O.057numeric3 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS4inumeric28 unique values
0 missing
O.058numeric2 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS4mnumeric27 unique values
0 missing
ON0numeric18 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS4pnumeric27 unique values
0 missing
ON0Vnumeric23 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
GATS4snumeric28 unique values
0 missing
ON1numeric21 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS4vnumeric28 unique values
0 missing
ON1Vnumeric28 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5enumeric28 unique values
0 missing
PCDnumeric23 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
GATS5inumeric28 unique values
0 missing
PCRnumeric23 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS5mnumeric27 unique values
0 missing
PDInumeric22 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS5pnumeric28 unique values
0 missing
PHInumeric24 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS5snumeric28 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS5vnumeric28 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
GATS6enumeric28 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
GATS6inumeric28 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6mnumeric28 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
GATS6pnumeric28 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS6snumeric28 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS6vnumeric28 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7enumeric22 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS7inumeric22 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS7mnumeric21 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS7pnumeric22 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS7snumeric22 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GATS7vnumeric21 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS8enumeric13 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS8inumeric13 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GATS8mnumeric13 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS8pnumeric13 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
GATS8snumeric13 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GATS8vnumeric13 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GGI10numeric4 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI2numeric11 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI3numeric20 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
GGI4numeric21 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI5numeric21 unique values
0 missing
CENTnumeric24 unique values
0 missing
GGI6numeric16 unique values
0 missing
Chi0_AEA.bo.numeric22 unique values
0 missing
GGI7numeric13 unique values
0 missing
Chi0_AEA.dm.numeric22 unique values
0 missing
GGI8numeric9 unique values
0 missing
Chi0_AEA.ed.numeric22 unique values
0 missing
GGI9numeric7 unique values
0 missing
Chi0_AEA.ri.numeric22 unique values
0 missing
GMTInumeric24 unique values
0 missing
Chi0_EAnumeric22 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
GNarnumeric19 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
H.numeric18 unique values
0 missing
Chi0_EA.ed.numeric24 unique values
0 missing
H.046numeric6 unique values
0 missing
Chi0_EA.ri.numeric27 unique values
0 missing
H.047numeric10 unique values
0 missing
Chi1_AEA.bo.numeric23 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi1_AEA.dm.numeric23 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi1_AEA.ed.numeric23 unique values
0 missing
H.050numeric5 unique values
0 missing
Chi1_AEA.ri.numeric23 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi1_EAnumeric23 unique values
0 missing
H.052numeric7 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
H.054numeric2 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
HDcpxnumeric24 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
HNarnumeric16 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
HVcpxnumeric23 unique values
0 missing
CIC0numeric22 unique values
0 missing
Hynumeric21 unique values
0 missing
CIC1numeric25 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CIC2numeric28 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC3numeric27 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
CIC4numeric27 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIC5numeric25 unique values
0 missing
IACnumeric22 unique values
0 missing
CIDnumeric22 unique values
0 missing
IC0numeric21 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC1numeric25 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC2numeric28 unique values
0 missing
CSInumeric24 unique values
0 missing
IC3numeric26 unique values
0 missing
DBInumeric13 unique values
0 missing
IC4numeric27 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
IC5numeric25 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
ICRnumeric20 unique values
0 missing
D.Dtr06numeric21 unique values
0 missing
IDDEnumeric22 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
IDDMnumeric24 unique values
0 missing
DECCnumeric22 unique values
0 missing
IDEnumeric24 unique values
0 missing
DELSnumeric27 unique values
0 missing
IDETnumeric24 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
IDMnumeric24 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDMTnumeric24 unique values
0 missing
DLS_01numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
DLS_02numeric4 unique values
0 missing
Infective.80numeric2 unique values
0 missing
DLS_03numeric3 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
DLS_04numeric4 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ISIZnumeric19 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
29
Number of instances (rows) of the dataset.
NumberOfFeatures
700
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
699
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.1
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
3.16
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
14.28
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.45
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.26
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.29
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.37
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
24.14
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.66
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.87
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
14.32
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.42
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.15
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.57
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
29
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.12
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
3405.97
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
2.88
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
0.14
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
1.42
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
4068.16
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.72
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.2
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2118
0 runs - estimation_procedure: 50 times Clustering
Define a new task