Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041

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: CHEMBL4041 (TID: 12547), and it has 14 rows and 484 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.

486 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
ATSC8pnumeric14 unique values
0 missing
ATS2snumeric14 unique values
0 missing
ATSC8snumeric14 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
ATSC8vnumeric14 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
BACnumeric8 unique values
0 missing
ATSC2vnumeric12 unique values
0 missing
BBInumeric8 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
BIC0numeric10 unique values
0 missing
ATSC3vnumeric14 unique values
0 missing
BIC1numeric11 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
BIC2numeric11 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
BIC3numeric13 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
BIC4numeric13 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
BIC5numeric13 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
BIDnumeric11 unique values
0 missing
C.numeric11 unique values
0 missing
BLInumeric13 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
BLTA96numeric12 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
BLTD48numeric12 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
BLTF96numeric12 unique values
0 missing
CIC4numeric13 unique values
0 missing
C.001numeric2 unique values
0 missing
CIC5numeric13 unique values
0 missing
C.002numeric2 unique values
0 missing
DECCnumeric12 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig01_AEA.ri.numeric14 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig01_EA.ri.numeric13 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig02_EA.ri.numeric14 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig04_EAnumeric12 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig05_AEA.ri.numeric13 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
C.024numeric5 unique values
0 missing
Eig06_EAnumeric12 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig06_EA.ri.numeric14 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig07_EA.ed.numeric12 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig12_AEA.bo.numeric12 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1inumeric12 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS4snumeric14 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS5mnumeric14 unique values
0 missing
CATS2D_01_ANnumeric4 unique values
0 missing
GATS8enumeric14 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS8inumeric14 unique values
0 missing
CATS2D_01_DNnumeric4 unique values
0 missing
GGI1numeric9 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GGI9numeric7 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
HVcpxnumeric12 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
JGI1numeric12 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
JGTnumeric12 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
MATS4pnumeric14 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
MATS4snumeric14 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
MATS7inumeric14 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Minumeric11 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
O.numeric11 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
P_VSA_LogP_3numeric10 unique values
0 missing
CATS2D_02_PNnumeric2 unique values
0 missing
P_VSA_LogP_7numeric9 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
P_VSA_MR_6numeric11 unique values
0 missing
CATS2D_03_ANnumeric3 unique values
0 missing
PW5numeric12 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
SaasCnumeric13 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
SIC4numeric11 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
SIC5numeric10 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
SM02_AEA.ri.numeric12 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
SM05_EA.ed.numeric12 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
SM06_EA.ed.numeric12 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
SM07_EA.ed.numeric12 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
SM08_EA.ed.numeric12 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
SM09_EA.ed.numeric12 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
SM10_AEA.ed.numeric12 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
SM10_EA.ed.numeric12 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
SM11_AEA.ed.numeric12 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
SM11_EAnumeric12 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
SM11_EA.ed.numeric12 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
SM12_AEA.bo.numeric12 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
SM12_AEA.ed.numeric12 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
SM12_EAnumeric12 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
SM12_EA.ri.numeric14 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
SM13_AEA.ed.numeric12 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
SM13_EAnumeric12 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
SM13_EA.ri.numeric14 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
SM14_AEA.bo.numeric12 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
SM14_AEA.ed.numeric12 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
SM14_EAnumeric12 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
SM14_EA.ri.numeric14 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
SM15_AEA.bo.numeric11 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
SM15_AEA.ed.numeric12 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
SM15_EAnumeric12 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
SM15_EA.ri.numeric14 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
SpAD_AEA.ri.numeric14 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
SpAD_EAnumeric12 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
SpDiam_AEA.ri.numeric14 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
SpDiam_EA.ri.numeric13 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
SpMAD_AEA.ri.numeric11 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
SpMAD_EAnumeric9 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
SpMAD_EA.ed.numeric12 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
SpMax1_Bh.e.numeric13 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
SpMax1_Bh.p.numeric14 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
SpMax1_Bh.v.numeric14 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
SpMax2_Bh.i.numeric14 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
SpMax3_Bh.p.numeric14 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
SpMax_AEA.ri.numeric14 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
SpMax_EA.ri.numeric13 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
SpMin1_Bh.e.numeric12 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
SpMin1_Bh.i.numeric14 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
SpMin2_Bh.e.numeric14 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
SpMin6_Bh.s.numeric5 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
Vindexnumeric12 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
X2numeric12 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
X2solnumeric13 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
X3numeric12 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
X3solnumeric13 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
Xindexnumeric12 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
Yindexnumeric12 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GATS5vnumeric14 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
SpMAD_AEA.ed.numeric12 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
SpMin4_Bh.s.numeric13 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
SaaCHnumeric11 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SpMin2_Bh.m.numeric11 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
X3Anumeric11 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
X4Anumeric10 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
MATS3enumeric14 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
ALOGPnumeric12 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GATS4inumeric14 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
GATS6pnumeric14 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
ATSC2mnumeric12 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
ATSC2pnumeric12 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
CENTnumeric12 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
Eta_betaS_Anumeric10 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
GATS4mnumeric14 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
MATS2inumeric12 unique values
0 missing
Chi0_EA.dm.numeric9 unique values
0 missing
N.numeric11 unique values
0 missing
Chi0_EA.ed.numeric12 unique values
0 missing
P_VSA_e_1numeric8 unique values
0 missing
Chi0_EA.ri.numeric14 unique values
0 missing
P_VSA_m_1numeric7 unique values
0 missing
Chi1_AEA.bo.numeric12 unique values
0 missing
P_VSA_MR_1numeric7 unique values
0 missing
Chi1_AEA.dm.numeric12 unique values
0 missing
P_VSA_p_1numeric7 unique values
0 missing
Chi1_AEA.ed.numeric12 unique values
0 missing
P_VSA_s_2numeric7 unique values
0 missing
Chi1_AEA.ri.numeric12 unique values
0 missing
P_VSA_v_1numeric7 unique values
0 missing
Chi1_EAnumeric12 unique values
0 missing
PW4numeric11 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
SpMax7_Bh.p.numeric12 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
SsNH2numeric13 unique values
0 missing
Chi1_EA.ed.numeric12 unique values
0 missing
X5Avnumeric10 unique values
0 missing
Chi1_EA.ri.numeric14 unique values
0 missing
GATS4pnumeric14 unique values
0 missing
CIC1numeric11 unique values
0 missing
H.047numeric6 unique values
0 missing
CIC2numeric13 unique values
0 missing
JGI8numeric7 unique values
0 missing
CIC3numeric13 unique values
0 missing
MATS1pnumeric11 unique values
0 missing
CIDnumeric10 unique values
0 missing
MPC08numeric11 unique values
0 missing
CMC.50numeric2 unique values
0 missing
P_VSA_i_2numeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
P_VSA_s_4numeric8 unique values
0 missing
CSInumeric12 unique values
0 missing
SpMax2_Bh.v.numeric14 unique values
0 missing
DBInumeric7 unique values
0 missing
SpMin2_Bh.i.numeric13 unique values
0 missing
D.Dtr05numeric5 unique values
0 missing
CIC0numeric12 unique values
0 missing
D.Dtr06numeric12 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
Eta_sh_ynumeric11 unique values
0 missing
DELSnumeric14 unique values
0 missing
GATS3enumeric13 unique values
0 missing
DLS_01numeric2 unique values
0 missing
GATS3snumeric14 unique values
0 missing
DLS_02numeric3 unique values
0 missing
MATS1vnumeric12 unique values
0 missing
DLS_03numeric2 unique values
0 missing
MATS5snumeric14 unique values
0 missing
DLS_04numeric9 unique values
0 missing
Menumeric10 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SM11_EA.ri.numeric14 unique values
0 missing
DLS_06numeric3 unique values
0 missing
X4vnumeric14 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
piPC06numeric13 unique values
0 missing
Dznumeric12 unique values
0 missing
piPC08numeric13 unique values
0 missing
ECCnumeric12 unique values
0 missing
piPC09numeric13 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
SM12_AEA.ri.numeric12 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
MPC09numeric12 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
GATS2inumeric12 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
P_VSA_e_2numeric12 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
P_VSA_p_3numeric12 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
P_VSA_v_3numeric12 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
AACnumeric11 unique values
0 missing
Eig02_AEA.bo.numeric13 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig02_AEA.dm.numeric7 unique values
0 missing
ALOGP2numeric12 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
AMRnumeric12 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
ATS1enumeric12 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
ATS1inumeric11 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
ATS1mnumeric12 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
ATS1snumeric13 unique values
0 missing
Eig03_AEA.ri.numeric12 unique values
0 missing
ATS1vnumeric12 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
ATS2enumeric12 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
ATS2inumeric12 unique values
0 missing
Eig03_EA.dm.numeric8 unique values
0 missing
ATS2mnumeric11 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
ATS2pnumeric11 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
ATS2vnumeric12 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
ATS3enumeric12 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
ATS3inumeric12 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
ATS3mnumeric14 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
ATS3pnumeric14 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
ATS4enumeric14 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
ATS4mnumeric14 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
ATS4pnumeric14 unique values
0 missing
Eig05_EA.bo.numeric12 unique values
0 missing
ATS4snumeric14 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
ATS4vnumeric14 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
ATS5enumeric14 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
ATS5mnumeric14 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
ATS5pnumeric14 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
ATS5snumeric14 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
ATS6inumeric14 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
ATS6snumeric14 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
ATS7inumeric14 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eig08_AEA.ri.numeric13 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
ATS7snumeric14 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
ATS8enumeric14 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
ATS8inumeric14 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
ATS8mnumeric14 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
ATS8pnumeric14 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATS8snumeric14 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
ATS8vnumeric14 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
ATSC1snumeric14 unique values
0 missing
ATSC2enumeric11 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
ATSC3enumeric14 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
ATSC3mnumeric14 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
ATSC4inumeric14 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
ATSC6inumeric14 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
ATSC6snumeric14 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
ATSC7inumeric14 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
ATSC7snumeric14 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
ATSC8enumeric14 unique values
0 missing
ATSC8inumeric14 unique values
0 missing
ATSC8mnumeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
486
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
485
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-0.55
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
2.72
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
627
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.
Quartile3MeansOfNumericAtts
5.25
Third quartile of means 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
99.79
Percentage of numeric attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.91
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
0.89
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
3.74
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3StdDevOfNumericAtts
1.3
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
279.19
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.53
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal 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.
MeanKurtosisOfNumericAtts
1.66
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
11.24
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.15
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.04
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
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
34.71
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.5
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
-0.13
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.44
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3.72
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
-0.5
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.47
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.22
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4041
0 runs - estimation_procedure: 50 times Clustering
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