Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812

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: CHEMBL1812 (TID: 77), and it has 10 rows and 551 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.

553 features

pXC50 (target)numeric7 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ARRnumeric8 unique values
0 missing
C.024numeric5 unique values
0 missing
Eig13_EAnumeric10 unique values
0 missing
ATS3inumeric10 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
C.026numeric2 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig13_EA.ed.numeric10 unique values
0 missing
ATSC2mnumeric10 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig14_AEA.dm.numeric10 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
C.040numeric5 unique values
0 missing
Eig14_AEA.ed.numeric10 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig14_AEA.ri.numeric10 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig14_EAnumeric10 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_EA.ed.numeric10 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_EA.ri.numeric10 unique values
0 missing
BACnumeric10 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric10 unique values
0 missing
BLInumeric9 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric9 unique values
0 missing
C.numeric10 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric10 unique values
0 missing
C.002numeric5 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_EAnumeric10 unique values
0 missing
CIC1numeric10 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eig15_EA.bo.numeric9 unique values
0 missing
DLS_05numeric3 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eig15_EA.ed.numeric8 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eig15_EA.ri.numeric10 unique values
0 missing
Eig03_AEA.ed.numeric9 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_alphanumeric9 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
Eta_alpha_Anumeric7 unique values
0 missing
Eig04_AEA.ed.numeric9 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
Eta_beta_Anumeric10 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
Eta_betaP_Anumeric9 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
Eta_C_Anumeric10 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_betaS_Anumeric9 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
Eta_L_Anumeric9 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_epsi_Anumeric10 unique values
0 missing
GATS1mnumeric10 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
GATS1snumeric10 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_FLnumeric10 unique values
0 missing
GATS4snumeric10 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eta_sh_pnumeric10 unique values
0 missing
GATS7enumeric10 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
Eta_sh_xnumeric5 unique values
0 missing
GATS7pnumeric10 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GGI3numeric10 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
H.numeric10 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
JGI2numeric9 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
MATS1enumeric10 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
MATS2enumeric10 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
MATS2snumeric10 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
MATS8enumeric9 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
Mpnumeric10 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
MPC06numeric10 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
Mvnumeric10 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
MWC06numeric10 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
MWC07numeric10 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
MWC08numeric10 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
MWC09numeric10 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
MWC10numeric10 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
nCrsnumeric5 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
nCsnumeric6 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
nCsp3numeric5 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
nHnumeric10 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
NsOHnumeric4 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
NssCH2numeric7 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
O.numeric10 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
ON1Vnumeric10 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
PCDnumeric9 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
PCRnumeric10 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
PDInumeric10 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
P_VSA_e_1numeric9 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
P_VSA_e_5numeric10 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
P_VSA_i_3numeric10 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
P_VSA_LogP_4numeric9 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
P_VSA_LogP_5numeric10 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
P_VSA_LogP_7numeric9 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
P_VSA_m_1numeric9 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
P_VSA_m_3numeric10 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
P_VSA_MR_2numeric10 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
P_VSA_p_1numeric9 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
P_VSA_s_2numeric9 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
P_VSA_v_1numeric9 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
SIC0numeric9 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
SIC1numeric10 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
SM02_EA.ed.numeric10 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SM03_AEA.ed.numeric10 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
SM03_EAnumeric8 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
SM03_EA.ed.numeric10 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
SM03_EA.ri.numeric10 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
SM04_AEA.ed.numeric10 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
SM04_EAnumeric9 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
SM04_EA.ed.numeric10 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
SM05_AEA.ed.numeric10 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
SM05_EAnumeric10 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
SM05_EA.ed.numeric10 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
SM05_EA.ri.numeric10 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
SM06_AEA.ed.numeric10 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
SM06_EAnumeric10 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
SM06_EA.ed.numeric10 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
SM06_EA.ri.numeric10 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
SM07_AEA.ed.numeric10 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
SM07_EAnumeric10 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
SM07_EA.ed.numeric10 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
SM07_EA.ri.numeric10 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
SM08_AEA.bo.numeric10 unique values
0 missing
CENTnumeric10 unique values
0 missing
SM08_AEA.ed.numeric10 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
SM08_EAnumeric10 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
SM08_EA.ed.numeric10 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
SM08_EA.ri.numeric10 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
SM09_AEA.ed.numeric10 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
SM09_EAnumeric10 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
SM09_EA.ed.numeric10 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
SM09_EA.ri.numeric10 unique values
0 missing
Chi0_EA.ed.numeric10 unique values
0 missing
SM10_AEA.ed.numeric10 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
SM10_EAnumeric10 unique values
0 missing
Chi1_AEA.bo.numeric10 unique values
0 missing
SM10_EA.ed.numeric10 unique values
0 missing
Chi1_AEA.dm.numeric10 unique values
0 missing
SM10_EA.ri.numeric10 unique values
0 missing
Chi1_AEA.ed.numeric10 unique values
0 missing
SM11_AEA.dm.numeric10 unique values
0 missing
Chi1_AEA.ri.numeric10 unique values
0 missing
SM11_AEA.ed.numeric10 unique values
0 missing
Chi1_EAnumeric10 unique values
0 missing
SM11_EAnumeric10 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
SM11_EA.ri.numeric10 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
SM12_AEA.dm.numeric10 unique values
0 missing
Chi1_EA.ed.numeric10 unique values
0 missing
SM12_AEA.ed.numeric10 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
SM12_EAnumeric10 unique values
0 missing
CIC0numeric10 unique values
0 missing
SM13_AEA.dm.numeric10 unique values
0 missing
CIC2numeric10 unique values
0 missing
SM13_AEA.ed.numeric10 unique values
0 missing
CIC3numeric10 unique values
0 missing
SM13_EAnumeric10 unique values
0 missing
CIC4numeric10 unique values
0 missing
SM14_AEA.ed.numeric10 unique values
0 missing
CIC5numeric10 unique values
0 missing
SM14_EAnumeric10 unique values
0 missing
CIDnumeric10 unique values
0 missing
SM15_AEA.ed.numeric10 unique values
0 missing
Cl.089numeric2 unique values
0 missing
SM15_EAnumeric10 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SpMAD_EA.bo.numeric10 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SpMax1_Bh.e.numeric9 unique values
0 missing
cRo5numeric2 unique values
0 missing
SpMax1_Bh.i.numeric9 unique values
0 missing
CSInumeric10 unique values
0 missing
SpMin2_Bh.s.numeric10 unique values
0 missing
DBInumeric9 unique values
0 missing
SpMin4_Bh.m.numeric10 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
SpMin4_Bh.s.numeric10 unique values
0 missing
D.Dtr05numeric7 unique values
0 missing
SpMin5_Bh.s.numeric10 unique values
0 missing
D.Dtr06numeric10 unique values
0 missing
SpMin7_Bh.s.numeric8 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
SRW10numeric10 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
SsOHnumeric5 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
SssssCnumeric7 unique values
0 missing
DECCnumeric9 unique values
0 missing
TWCnumeric10 unique values
0 missing
DELSnumeric10 unique values
0 missing
X1Avnumeric9 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
X2Avnumeric10 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
X4Avnumeric10 unique values
0 missing
DLS_01numeric3 unique values
0 missing
X5Avnumeric9 unique values
0 missing
DLS_02numeric4 unique values
0 missing
AACnumeric10 unique values
0 missing
DLS_03numeric4 unique values
0 missing
AECCnumeric10 unique values
0 missing
DLS_04numeric6 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
DLS_07numeric3 unique values
0 missing
AMRnumeric10 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
AMWnumeric10 unique values
0 missing
Dznumeric9 unique values
0 missing
ATS1enumeric10 unique values
0 missing
ECCnumeric10 unique values
0 missing
ATS1inumeric10 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
ATS1vnumeric10 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
ATS2enumeric10 unique values
0 missing
Eig01_EA.bo.numeric10 unique values
0 missing
ATS2inumeric10 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
ATS2mnumeric10 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
ATS2pnumeric10 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig02_AEA.ri.numeric9 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
ATS4inumeric10 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig03_AEA.ri.numeric8 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig03_EA.ri.numeric8 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig04_AEA.bo.numeric10 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig04_EAnumeric10 unique values
0 missing
ATS5snumeric10 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
ATS6pnumeric10 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
ATS6vnumeric10 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
ATS7enumeric10 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
ATS7inumeric10 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
Eig05_EA.ed.numeric10 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
ATS7snumeric10 unique values
0 missing
Eig06_AEA.bo.numeric10 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Eig06_AEA.dm.numeric10 unique values
0 missing
ATS8enumeric10 unique values
0 missing
Eig06_AEA.ed.numeric10 unique values
0 missing
ATS8inumeric10 unique values
0 missing
Eig06_AEA.ri.numeric10 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
Eig06_EAnumeric9 unique values
0 missing
ATS8pnumeric9 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
ATS8snumeric10 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
Eig06_EA.ed.numeric10 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
Eig07_AEA.bo.numeric9 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eig07_AEA.dm.numeric10 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
Eig07_AEA.ed.numeric10 unique values
0 missing
ATSC2enumeric10 unique values
0 missing
Eig07_AEA.ri.numeric10 unique values
0 missing
ATSC2inumeric10 unique values
0 missing
Eig07_EAnumeric10 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
ATSC3enumeric10 unique values
0 missing
Eig07_EA.ed.numeric10 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eig08_AEA.ri.numeric10 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eig08_EA.bo.numeric9 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eig08_EA.ed.numeric10 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eig09_AEA.bo.numeric8 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
Eig09_AEA.ri.numeric8 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
Eig09_EAnumeric6 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC7enumeric10 unique values
0 missing
Eig09_EA.ed.numeric10 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
Eig09_EA.ri.numeric8 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
ATSC7snumeric10 unique values
0 missing
Eig10_AEA.dm.numeric10 unique values
0 missing
ATSC8enumeric10 unique values
0 missing
Eig10_AEA.ed.numeric8 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
BBInumeric7 unique values
0 missing
Eig10_EA.ri.numeric8 unique values
0 missing
BIC0numeric10 unique values
0 missing
Eig11_AEA.bo.numeric10 unique values
0 missing
BIC1numeric9 unique values
0 missing
Eig11_AEA.dm.numeric9 unique values
0 missing
BIC2numeric9 unique values
0 missing
Eig11_AEA.ed.numeric10 unique values
0 missing
BIC3numeric10 unique values
0 missing
Eig11_AEA.ri.numeric9 unique values
0 missing
BIC4numeric9 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
BIC5numeric8 unique values
0 missing
Eig11_EA.bo.numeric10 unique values
0 missing
BIDnumeric9 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
BLTA96numeric9 unique values
0 missing
Eig11_EA.ed.numeric9 unique values
0 missing
BLTD48numeric9 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
BLTF96numeric9 unique values
0 missing
Eig12_AEA.bo.numeric10 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig12_EAnumeric10 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
C.008numeric5 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
C.014numeric2 unique values
0 missing
Eig13_AEA.bo.numeric10 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig13_AEA.dm.numeric9 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig13_AEA.ed.numeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
553
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
552
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
0.71
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
2.34
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
20.08
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.28
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.36
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.5
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
1.32
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
55.3
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.12
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.91
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
17.66
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
1.07
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.57
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.72
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
10
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.7
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
2690.1
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
4.12
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
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
8.25
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.16
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.16
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
1.99
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
4188.82
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.48
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.44
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-CHEMBL1812
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1812
0 runs - estimation_procedure: 50 times Clustering
Define a new task