Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL2097 (TID: 10353), and it has 13 rows and 509 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.

511 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
GATS6pnumeric13 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
MATS5inumeric13 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
MATS5pnumeric12 unique values
0 missing
Chi0_EA.ri.numeric12 unique values
0 missing
PJI2numeric4 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
SpMAD_EA.dm.numeric12 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
BIC5numeric12 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
CIC5numeric13 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
MATS4mnumeric11 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
CIC0numeric13 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
SpMin3_Bh.i.numeric12 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
BIC1numeric13 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
BIC2numeric13 unique values
0 missing
Chi1_EA.ri.numeric12 unique values
0 missing
CIC1numeric13 unique values
0 missing
CIC3numeric13 unique values
0 missing
CIC2numeric13 unique values
0 missing
CIDnumeric11 unique values
0 missing
GATS1vnumeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
PHInumeric13 unique values
0 missing
CSInumeric11 unique values
0 missing
S3Knumeric13 unique values
0 missing
DBInumeric10 unique values
0 missing
SIC1numeric11 unique values
0 missing
D.Dtr05numeric3 unique values
0 missing
SIC2numeric13 unique values
0 missing
D.Dtr06numeric2 unique values
0 missing
SpMAD_AEA.ed.numeric10 unique values
0 missing
DECCnumeric11 unique values
0 missing
P_VSA_e_2numeric13 unique values
0 missing
DELSnumeric13 unique values
0 missing
P_VSA_p_3numeric13 unique values
0 missing
DLS_01numeric3 unique values
0 missing
P_VSA_v_3numeric13 unique values
0 missing
DLS_02numeric2 unique values
0 missing
CIC4numeric13 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MAXDPnumeric13 unique values
0 missing
DLS_04numeric6 unique values
0 missing
X4Anumeric9 unique values
0 missing
DLS_06numeric3 unique values
0 missing
X5Anumeric10 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS3enumeric13 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
ATSC5inumeric13 unique values
0 missing
Dznumeric11 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
ECCnumeric11 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
BIC0numeric11 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
H.050numeric4 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
Hynumeric12 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
nCsp3numeric5 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
nHDonnumeric4 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
P_VSA_i_2numeric12 unique values
0 missing
Eig01_EA.ri.numeric12 unique values
0 missing
P_VSA_MR_1numeric11 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
P_VSA_p_1numeric7 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
P_VSA_p_2numeric11 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
P_VSA_s_2numeric8 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
S2Knumeric13 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
SAdonnumeric6 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
SpMin8_Bh.e.numeric13 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
SpMin8_Bh.i.numeric10 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
SpMin8_Bh.v.numeric13 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
VvdwZAZnumeric13 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
MATS3inumeric10 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
Mpnumeric12 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
SpMax1_Bh.m.numeric12 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
SpMax2_Bh.p.numeric12 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
SIC0numeric12 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig04_AEA.bo.numeric7 unique values
0 missing
Eta_C_Anumeric13 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
N.numeric7 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
AACnumeric13 unique values
0 missing
Eig04_AEA.ri.numeric11 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
Eig04_EA.bo.numeric7 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
AMRnumeric13 unique values
0 missing
Eig04_EA.ed.numeric8 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
ARRnumeric4 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
ATS1enumeric13 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig05_AEA.ed.numeric9 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
Eig05_AEA.ri.numeric9 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
Eig05_EAnumeric9 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATS2enumeric13 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig05_EA.ri.numeric11 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
ATS2pnumeric12 unique values
0 missing
Eig06_AEA.dm.numeric10 unique values
0 missing
ATS2snumeric13 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
ATS3inumeric13 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
ATS3mnumeric12 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
ATS3snumeric13 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
ATS3vnumeric11 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
ATS4enumeric13 unique values
0 missing
Eig07_AEA.dm.numeric10 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
Eig07_AEA.ri.numeric11 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
Eig07_EAnumeric10 unique values
0 missing
ATS4snumeric13 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
Eig07_EA.ed.numeric11 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATS5inumeric13 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
Eig08_AEA.dm.numeric12 unique values
0 missing
ATS5pnumeric12 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
ATS5snumeric13 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
ATS5vnumeric13 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
ATS6enumeric13 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
Eig09_AEA.bo.numeric11 unique values
0 missing
ATS6snumeric12 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
ATS7enumeric13 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
ATS7inumeric13 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ATS7snumeric13 unique values
0 missing
Eig09_EA.ri.numeric12 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
ATS8enumeric12 unique values
0 missing
Eig10_AEA.dm.numeric11 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
Eig10_AEA.ri.numeric11 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
ATS8snumeric13 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig10_EA.ed.numeric11 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Eig10_EA.ri.numeric12 unique values
0 missing
ATSC1inumeric13 unique values
0 missing
Eig11_AEA.bo.numeric12 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
Eig11_AEA.ri.numeric11 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig12_AEA.bo.numeric12 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
ATSC3inumeric11 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
ATSC3vnumeric13 unique values
0 missing
Eig12_EA.ed.numeric11 unique values
0 missing
ATSC4enumeric12 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
ATSC4inumeric13 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
Eig13_AEA.dm.numeric13 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
Eig13_AEA.ed.numeric10 unique values
0 missing
ATSC4snumeric13 unique values
0 missing
Eig13_AEA.ri.numeric12 unique values
0 missing
ATSC4vnumeric13 unique values
0 missing
Eig13_EAnumeric11 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
Eig13_EA.ed.numeric11 unique values
0 missing
ATSC5pnumeric13 unique values
0 missing
Eig13_EA.ri.numeric12 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
ATSC5vnumeric13 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
Eig14_AEA.ed.numeric10 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
Eig14_AEA.ri.numeric11 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
Eig14_EA.bo.numeric11 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
Eig14_EA.ed.numeric11 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
Eig14_EA.ri.numeric11 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
Eig15_EAnumeric9 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
Eig15_EA.bo.numeric9 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
Eig15_EA.ed.numeric10 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
Eta_alphanumeric9 unique values
0 missing
BACnumeric11 unique values
0 missing
Eta_Bnumeric9 unique values
0 missing
BBInumeric10 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
BIC3numeric12 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
BIC4numeric11 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
BIDnumeric8 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
BLInumeric11 unique values
0 missing
Eta_betaP_Anumeric11 unique values
0 missing
BLTA96numeric12 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
BLTD48numeric13 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
BLTF96numeric12 unique values
0 missing
Eta_Cnumeric13 unique values
0 missing
C.numeric11 unique values
0 missing
Eta_epsinumeric13 unique values
0 missing
C.001numeric2 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
C.002numeric6 unique values
0 missing
Eta_Fnumeric13 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_F_Anumeric13 unique values
0 missing
C.006numeric6 unique values
0 missing
Eta_FLnumeric13 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_Lnumeric13 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_L_Anumeric12 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_sh_pnumeric12 unique values
0 missing
C.024numeric2 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_sh_ynumeric12 unique values
0 missing
C.026numeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
GATS1enumeric13 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS1inumeric12 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS1mnumeric13 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1pnumeric13 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS1snumeric13 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS2enumeric13 unique values
0 missing
CATS2D_01_ANnumeric4 unique values
0 missing
GATS2inumeric13 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
GATS2pnumeric13 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS2snumeric13 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS2vnumeric13 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
GATS3enumeric13 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS3inumeric12 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS3mnumeric13 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GATS3pnumeric13 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS3snumeric13 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS3vnumeric11 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS4enumeric13 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS4inumeric9 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS4mnumeric12 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS4pnumeric13 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS4snumeric13 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
GATS4vnumeric12 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS5enumeric13 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS5inumeric13 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
GATS5mnumeric12 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS5pnumeric12 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS5snumeric13 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
GATS5vnumeric12 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS6enumeric13 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS6inumeric11 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
GATS6mnumeric13 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS6snumeric13 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GATS6vnumeric13 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS7enumeric13 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS7inumeric13 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
GATS7mnumeric13 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS7pnumeric12 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS7snumeric13 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS7vnumeric12 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GATS8enumeric13 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS8inumeric11 unique values
0 missing
CATS2D_05_NNnumeric2 unique values
0 missing
GATS8mnumeric13 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS8pnumeric13 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
GATS8snumeric13 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS8vnumeric13 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GGI1numeric6 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GGI10numeric7 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GGI2numeric6 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GGI3numeric8 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GGI4numeric10 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GGI5numeric9 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GGI6numeric9 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GGI7numeric9 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GGI8numeric7 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GGI9numeric8 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GMTInumeric11 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GMTIVnumeric13 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GNarnumeric11 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
H.numeric13 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
H.046numeric7 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
H.047numeric7 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
H.051numeric5 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
H.052numeric3 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
H.053numeric2 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
HDcpxnumeric9 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
HNarnumeric11 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
HVcpxnumeric11 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
IACnumeric13 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
IC0numeric13 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
IC1numeric13 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
IC2numeric13 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
IC3numeric13 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
IC4numeric13 unique values
0 missing
CENTnumeric11 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
511
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
510
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
0.7
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
2.21
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
101.86
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.11
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.12
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.08
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
1.44
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
39.31
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.63
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.82
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
31.07
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
0.55
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.28
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-6.35
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
27903.85
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
3.08
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
99.8
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.17
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.61
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.61
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
1.16
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9259.23
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.09
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.96
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-CHEMBL2097
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2097
0 runs - estimation_procedure: 50 times Clustering
Define a new task