Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL5042 (TID: 101043), and it has 12 rows and 602 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.

604 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal12 unique values
0 missing
C.001numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATS1enumeric12 unique values
0 missing
P_VSA_LogP_3numeric10 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ATS1inumeric12 unique values
0 missing
SpMax1_Bh.i.numeric12 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
JGI1numeric12 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
ATS2enumeric12 unique values
0 missing
BLTA96numeric12 unique values
0 missing
Dznumeric12 unique values
0 missing
ATS2inumeric12 unique values
0 missing
BLTD48numeric12 unique values
0 missing
ECCnumeric12 unique values
0 missing
ATS2pnumeric12 unique values
0 missing
BLTF96numeric12 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
ATS2vnumeric12 unique values
0 missing
MLOGPnumeric12 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
ATS3enumeric12 unique values
0 missing
ATS4enumeric11 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
ATS3inumeric12 unique values
0 missing
GATS4enumeric12 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
ATS3pnumeric12 unique values
0 missing
JGI2numeric12 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
ATS3vnumeric12 unique values
0 missing
MATS3pnumeric12 unique values
0 missing
Eig02_AEA.ri.numeric11 unique values
0 missing
ATS4inumeric12 unique values
0 missing
SpMax1_Bh.v.numeric11 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
ATS4pnumeric12 unique values
0 missing
CIC2numeric12 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
ATS4vnumeric12 unique values
0 missing
CIC3numeric12 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
ATS5enumeric12 unique values
0 missing
CIC4numeric12 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
ATS5inumeric12 unique values
0 missing
CIC5numeric12 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
ATS5pnumeric12 unique values
0 missing
Eig04_EA.ri.numeric12 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
ATS5vnumeric12 unique values
0 missing
JGI6numeric8 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
ATS6enumeric12 unique values
0 missing
LOCnumeric12 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
ATS6inumeric12 unique values
0 missing
nCpnumeric4 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
ATS6pnumeric12 unique values
0 missing
SIC2numeric12 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
ATS6vnumeric12 unique values
0 missing
SM06_EA.ri.numeric12 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
ATS7enumeric12 unique values
0 missing
SpMax2_Bh.i.numeric11 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
ATS7inumeric12 unique values
0 missing
SpMin2_Bh.s.numeric12 unique values
0 missing
Eig04_AEA.ri.numeric12 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
SsCH3numeric12 unique values
0 missing
Eig04_EAnumeric12 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
IC2numeric12 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
MLOGP2numeric11 unique values
0 missing
Eig05_AEA.dm.numeric12 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
O.numeric11 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
ATSC2mnumeric12 unique values
0 missing
SM06_EA.dm.numeric11 unique values
0 missing
Eig06_AEA.bo.numeric10 unique values
0 missing
ATSC2pnumeric12 unique values
0 missing
SM08_EA.dm.numeric11 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
ATSC2vnumeric12 unique values
0 missing
SM10_EA.dm.numeric11 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
ATSC3inumeric12 unique values
0 missing
SM12_EA.dm.numeric11 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
ATSC3pnumeric12 unique values
0 missing
SM14_EA.dm.numeric10 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
ATSC4inumeric12 unique values
0 missing
SssSnumeric9 unique values
0 missing
Eig07_AEA.bo.numeric11 unique values
0 missing
ATSC4mnumeric12 unique values
0 missing
P_VSA_s_3numeric12 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
ATSC4pnumeric12 unique values
0 missing
ATSC4snumeric12 unique values
0 missing
Eig07_AEA.ri.numeric12 unique values
0 missing
ATSC4vnumeric12 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
Eig07_EAnumeric12 unique values
0 missing
ATSC5inumeric12 unique values
0 missing
GATS3vnumeric11 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
ATSC5mnumeric12 unique values
0 missing
SM05_EA.ri.numeric12 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
ATSC5pnumeric12 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig07_EA.ed.numeric12 unique values
0 missing
ATSC5vnumeric12 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
Eig07_EA.ri.numeric12 unique values
0 missing
ATSC6inumeric12 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
ATSC6mnumeric12 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
Eig08_AEA.dm.numeric12 unique values
0 missing
ATSC6pnumeric12 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
ATSC6vnumeric12 unique values
0 missing
GATS4inumeric12 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
ATSC7inumeric12 unique values
0 missing
GATS4pnumeric12 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
ATSC7pnumeric12 unique values
0 missing
GATS4vnumeric12 unique values
0 missing
Eig08_EA.dm.numeric6 unique values
0 missing
ATSC7vnumeric12 unique values
0 missing
GGI9numeric10 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
BIC0numeric12 unique values
0 missing
H.051numeric5 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
BIC2numeric12 unique values
0 missing
MATS4pnumeric12 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
BIC3numeric11 unique values
0 missing
MATS4vnumeric12 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
BIC4numeric11 unique values
0 missing
SM13_AEA.bo.numeric12 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
BIC5numeric11 unique values
0 missing
SpDiam_EA.bo.numeric11 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
SpMin3_Bh.p.numeric12 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
SpMin3_Bh.v.numeric12 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
CATS2D_04_ANnumeric5 unique values
0 missing
AACnumeric12 unique values
0 missing
Eig09_EA.dm.numeric7 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig09_EA.ed.numeric12 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
ALOGPnumeric12 unique values
0 missing
Eig09_EA.ri.numeric12 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
ALOGP2numeric12 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
AMRnumeric12 unique values
0 missing
Eig10_AEA.dm.numeric12 unique values
0 missing
Chi1_EA.dm.numeric12 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
CIC0numeric12 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig10_AEA.ri.numeric12 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
ATS1mnumeric12 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
Eig01_AEA.bo.numeric11 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
ATS1vnumeric12 unique values
0 missing
Eig10_EA.dm.numeric7 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
ATS2mnumeric12 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
ATS2snumeric12 unique values
0 missing
Eig10_EA.ri.numeric12 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
ATS3mnumeric12 unique values
0 missing
Eig11_AEA.bo.numeric12 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
ATS3snumeric12 unique values
0 missing
Eig11_AEA.dm.numeric11 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
ATS4mnumeric12 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
Eig03_AEA.ri.numeric12 unique values
0 missing
ATS4snumeric12 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
ATS5mnumeric12 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
ATS5snumeric12 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
Eig04_AEA.ed.numeric12 unique values
0 missing
ATS6mnumeric12 unique values
0 missing
Eig11_EA.dm.numeric5 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
ATS6snumeric12 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
ATS7mnumeric12 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
Eig05_EA.dm.numeric8 unique values
0 missing
ATS7pnumeric11 unique values
0 missing
Eig12_AEA.bo.numeric12 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
ATS7snumeric12 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
ATS7vnumeric12 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
ATS8enumeric12 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
ATS8inumeric12 unique values
0 missing
Eig12_EAnumeric12 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
ATS8mnumeric12 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
ATS8pnumeric12 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
ATS8snumeric12 unique values
0 missing
Eig12_EA.ed.numeric11 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
ATS8vnumeric12 unique values
0 missing
Eig12_EA.ri.numeric11 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
ATSC1snumeric12 unique values
0 missing
Eig13_AEA.dm.numeric12 unique values
0 missing
Eta_Cnumeric12 unique values
0 missing
ATSC2enumeric11 unique values
0 missing
Eig13_AEA.ed.numeric12 unique values
0 missing
Eta_C_Anumeric12 unique values
0 missing
ATSC2snumeric12 unique values
0 missing
Eig13_AEA.ri.numeric12 unique values
0 missing
Eta_Lnumeric12 unique values
0 missing
ATSC3enumeric12 unique values
0 missing
Eta_sh_xnumeric8 unique values
0 missing
ATSC3mnumeric12 unique values
0 missing
GATS1pnumeric12 unique values
0 missing
ATSC3snumeric12 unique values
0 missing
GATS3inumeric12 unique values
0 missing
ATSC3vnumeric12 unique values
0 missing
GATS3mnumeric12 unique values
0 missing
ATSC4enumeric12 unique values
0 missing
GATS3pnumeric12 unique values
0 missing
ATSC5enumeric12 unique values
0 missing
GATS3snumeric12 unique values
0 missing
ATSC5snumeric12 unique values
0 missing
GATS4snumeric12 unique values
0 missing
ATSC6enumeric12 unique values
0 missing
GATS5snumeric11 unique values
0 missing
ATSC6snumeric12 unique values
0 missing
GATS6inumeric12 unique values
0 missing
ATSC7enumeric12 unique values
0 missing
GATS6mnumeric12 unique values
0 missing
ATSC7mnumeric12 unique values
0 missing
GATS6pnumeric12 unique values
0 missing
ATSC7snumeric12 unique values
0 missing
GATS6vnumeric12 unique values
0 missing
ATSC8enumeric12 unique values
0 missing
GATS7mnumeric12 unique values
0 missing
ATSC8inumeric12 unique values
0 missing
H.050numeric5 unique values
0 missing
ATSC8mnumeric12 unique values
0 missing
Hynumeric12 unique values
0 missing
ATSC8pnumeric12 unique values
0 missing
ISIZnumeric11 unique values
0 missing
ATSC8snumeric12 unique values
0 missing
JGI3numeric11 unique values
0 missing
ATSC8vnumeric12 unique values
0 missing
JGI4numeric11 unique values
0 missing
BACnumeric11 unique values
0 missing
JGI5numeric9 unique values
0 missing
BBInumeric10 unique values
0 missing
JGTnumeric12 unique values
0 missing
BIC1numeric12 unique values
0 missing
MATS2mnumeric12 unique values
0 missing
BIDnumeric11 unique values
0 missing
MATS3inumeric12 unique values
0 missing
BLInumeric12 unique values
0 missing
MATS3mnumeric11 unique values
0 missing
C.numeric12 unique values
0 missing
MATS3snumeric12 unique values
0 missing
C.002numeric2 unique values
0 missing
MATS3vnumeric12 unique values
0 missing
C.003numeric3 unique values
0 missing
MATS4enumeric12 unique values
0 missing
C.005numeric3 unique values
0 missing
MATS4snumeric12 unique values
0 missing
C.006numeric4 unique values
0 missing
MATS5enumeric12 unique values
0 missing
C.008numeric5 unique values
0 missing
MATS5snumeric12 unique values
0 missing
C.009numeric2 unique values
0 missing
MATS6mnumeric11 unique values
0 missing
C.012numeric2 unique values
0 missing
MATS6vnumeric12 unique values
0 missing
C.016numeric2 unique values
0 missing
MPC04numeric11 unique values
0 missing
C.017numeric2 unique values
0 missing
MPC05numeric11 unique values
0 missing
C.019numeric3 unique values
0 missing
MPC06numeric12 unique values
0 missing
C.024numeric4 unique values
0 missing
MWC06numeric12 unique values
0 missing
C.025numeric2 unique values
0 missing
MWC07numeric12 unique values
0 missing
C.027numeric3 unique values
0 missing
MWC08numeric11 unique values
0 missing
C.028numeric2 unique values
0 missing
nATnumeric11 unique values
0 missing
C.033numeric2 unique values
0 missing
nBTnumeric12 unique values
0 missing
C.034numeric2 unique values
0 missing
nCnumeric8 unique values
0 missing
C.039numeric2 unique values
0 missing
NdssCnumeric6 unique values
0 missing
C.040numeric4 unique values
0 missing
nHnumeric9 unique values
0 missing
C.041numeric2 unique values
0 missing
nHDonnumeric5 unique values
0 missing
C.044numeric2 unique values
0 missing
nRORnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
nS..O.2numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
NssCH2numeric4 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
O.059numeric2 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
ON0Vnumeric12 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
ON1Vnumeric11 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
P_VSA_e_1numeric10 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
P_VSA_i_3numeric12 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
P_VSA_LogP_7numeric11 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
P_VSA_m_1numeric10 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
P_VSA_MR_2numeric10 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
P_VSA_p_1numeric10 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
P_VSA_s_1numeric3 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
P_VSA_s_2numeric10 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
P_VSA_v_1numeric10 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
PW2numeric11 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
PW3numeric12 unique values
0 missing
CATS2D_03_ANnumeric3 unique values
0 missing
Qindexnumeric8 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
SAdonnumeric9 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Senumeric12 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Sinumeric12 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
SIC3numeric12 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
SIC4numeric12 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
SIC5numeric12 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
SM03_EA.ri.numeric12 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
SM04_EA.ri.numeric12 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
SM08_EA.bo.numeric12 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
SM09_AEA.bo.numeric11 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
SM09_EA.bo.numeric12 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
SM10_AEA.dm.numeric11 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
SM10_EA.bo.numeric12 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
SM11_AEA.bo.numeric12 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
SM11_AEA.ri.numeric11 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
SM11_EA.bo.numeric12 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
SM12_EA.bo.numeric12 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
SM13_AEA.dm.numeric12 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
SM13_EA.bo.numeric12 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
SM14_AEA.bo.numeric10 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
SM14_AEA.dm.numeric12 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
SM14_EA.bo.numeric12 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
SM15_AEA.dm.numeric12 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
SM15_EA.bo.numeric12 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
SM15_EA.ed.numeric12 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
Spnumeric12 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
SpDiam_AEA.bo.numeric11 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
SpDiam_AEA.dm.numeric11 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
SpDiam_AEA.ri.numeric12 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
SpDiam_EAnumeric11 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
SpDiam_EA.ed.numeric11 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
SpMAD_AEA.bo.numeric12 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
SpMAD_AEA.ri.numeric11 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
SpMAD_EAnumeric11 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
SpMAD_EA.bo.numeric12 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
SpMAD_EA.ed.numeric12 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
SpMAD_EA.ri.numeric12 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
SpMax1_Bh.m.numeric12 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
SpMax1_Bh.p.numeric11 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
SpMax2_Bh.e.numeric11 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
SpMax6_Bh.e.numeric12 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
SpMax6_Bh.i.numeric12 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
SpMax6_Bh.v.numeric12 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
SpMax_AEA.bo.numeric11 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
SpMax_AEA.dm.numeric10 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
SpMax_AEA.ed.numeric10 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
SpMax_AEA.ri.numeric11 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
SpMax_EAnumeric11 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
SpMax_EA.bo.numeric11 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
SpMax_EA.ed.numeric11 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
SpMin1_Bh.m.numeric11 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
SpMin2_Bh.e.numeric11 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
SpMin2_Bh.i.numeric10 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
SpMin2_Bh.m.numeric10 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SpMin2_Bh.p.numeric12 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
SpMin2_Bh.v.numeric12 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
SpMin3_Bh.e.numeric12 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
SpMin3_Bh.i.numeric11 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
SpMin4_Bh.e.numeric12 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
SpMin4_Bh.i.numeric12 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
SpMin4_Bh.m.numeric12 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
SpMin4_Bh.p.numeric12 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SpMin4_Bh.s.numeric12 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
SpMin4_Bh.v.numeric12 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
SpMin5_Bh.m.numeric12 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
SpMin5_Bh.p.numeric11 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
SpMin5_Bh.s.numeric11 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
SpMin5_Bh.v.numeric12 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
SpMin6_Bh.e.numeric12 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
SpMin6_Bh.i.numeric12 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
SpMin6_Bh.m.numeric12 unique values
0 missing
CENTnumeric12 unique values
0 missing
SpMin6_Bh.p.numeric12 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
SpMin6_Bh.s.numeric10 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
SpMin6_Bh.v.numeric12 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
SpMin7_Bh.e.numeric12 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
SpMin7_Bh.m.numeric11 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
SpMin7_Bh.p.numeric12 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
SpMin7_Bh.s.numeric8 unique values
0 missing
Chi0_EA.ed.numeric12 unique values
0 missing
SpMin7_Bh.v.numeric12 unique values
0 missing
Chi0_EA.ri.numeric12 unique values
0 missing
SpMin8_Bh.m.numeric12 unique values
0 missing
Chi1_AEA.bo.numeric12 unique values
0 missing
SpMin8_Bh.s.numeric8 unique values
0 missing
Chi1_AEA.dm.numeric12 unique values
0 missing
SpMin8_Bh.v.numeric11 unique values
0 missing
Chi1_AEA.ed.numeric12 unique values
0 missing
SsOHnumeric12 unique values
0 missing
Chi1_AEA.ri.numeric12 unique values
0 missing
SssCH2numeric11 unique values
0 missing
Chi1_EAnumeric12 unique values
0 missing
SsssCHnumeric12 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
TIC2numeric12 unique values
0 missing
Chi1_EA.ed.numeric12 unique values
0 missing
TIC3numeric12 unique values
0 missing
Chi1_EA.ri.numeric12 unique values
0 missing
TIC4numeric12 unique values
0 missing
CIC1numeric12 unique values
0 missing
TIC5numeric12 unique values
0 missing
CIDnumeric12 unique values
0 missing
X1Anumeric11 unique values
0 missing
CMC.80numeric2 unique values
0 missing
X1Kupnumeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
X1MulPernumeric12 unique values
0 missing
CSInumeric12 unique values
0 missing
X1Pernumeric12 unique values
0 missing
DBInumeric12 unique values
0 missing
X2Avnumeric11 unique values
0 missing
D.Dtr04numeric12 unique values
0 missing
X2vnumeric12 unique values
0 missing
D.Dtr06numeric7 unique values
0 missing
X3Anumeric11 unique values
0 missing
D.Dtr07numeric8 unique values
0 missing
X3Avnumeric9 unique values
0 missing
D.Dtr08numeric5 unique values
0 missing
X3vnumeric12 unique values
0 missing
DECCnumeric12 unique values
0 missing
X4Anumeric8 unique values
0 missing
DELSnumeric12 unique values
0 missing
X4Avnumeric11 unique values
0 missing
DLS_01numeric3 unique values
0 missing
X4vnumeric12 unique values
0 missing
DLS_02numeric3 unique values
0 missing
X5Anumeric8 unique values
0 missing
DLS_03numeric4 unique values
0 missing
X5vnumeric12 unique values
0 missing
DLS_04numeric5 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
12
Number of instances (rows) of the dataset.
NumberOfFeatures
604
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
603
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
50.33
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.01
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.92
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
5.92
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.02
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.44
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.52
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
12
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.99
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
1118.25
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
1.06
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
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.78
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.76
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.46
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.7
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
821.75
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.58
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.4
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.79
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
0.64
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
14.19
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.78
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.48
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.29
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5042
0 runs - estimation_procedure: 50 times Clustering
Define a new task