Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134

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: CHEMBL1075134 (TID: 103063), and it has 30 rows and 496 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.

498 features

pXC50 (target)numeric20 unique values
0 missing
molecule_id (row identifier)nominal30 unique values
0 missing
BIC4numeric26 unique values
0 missing
GATS4mnumeric27 unique values
0 missing
BIC5numeric23 unique values
0 missing
BLInumeric24 unique values
0 missing
BIDnumeric18 unique values
0 missing
Mvnumeric19 unique values
0 missing
BLTA96numeric21 unique values
0 missing
SpMAD_EA.bo.numeric22 unique values
0 missing
BLTD48numeric20 unique values
0 missing
X1Avnumeric17 unique values
0 missing
BLTF96numeric21 unique values
0 missing
MATS4mnumeric26 unique values
0 missing
C.numeric20 unique values
0 missing
AMWnumeric26 unique values
0 missing
C.001numeric4 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
C.002numeric5 unique values
0 missing
GATS4enumeric29 unique values
0 missing
C.003numeric2 unique values
0 missing
H.numeric18 unique values
0 missing
C.005numeric3 unique values
0 missing
H.052numeric9 unique values
0 missing
C.006numeric7 unique values
0 missing
MATS4enumeric24 unique values
0 missing
C.008numeric6 unique values
0 missing
P_VSA_MR_2numeric16 unique values
0 missing
C.009numeric2 unique values
0 missing
SpMAD_AEA.ri.numeric25 unique values
0 missing
C.024numeric3 unique values
0 missing
SpMAD_EAnumeric23 unique values
0 missing
C.025numeric3 unique values
0 missing
SpMin2_Bh.s.numeric13 unique values
0 missing
C.026numeric4 unique values
0 missing
X2Avnumeric17 unique values
0 missing
C.027numeric3 unique values
0 missing
SpMin4_Bh.p.numeric15 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
C.031numeric3 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
C.032numeric3 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig01_EA.ri.numeric13 unique values
0 missing
C.043numeric2 unique values
0 missing
PW4numeric18 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
SM09_AEA.bo.numeric10 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
SM10_AEA.dm.numeric8 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
SM11_AEA.ri.numeric7 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
SM12_EA.ed.numeric26 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
SM13_EA.ed.numeric25 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
SM14_EA.ed.numeric25 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
SM15_EA.ed.numeric25 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
SpDiam_AEA.bo.numeric8 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
SpDiam_AEA.ri.numeric9 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
SpDiam_EAnumeric10 unique values
0 missing
CATS2D_03_LLnumeric3 unique values
0 missing
SpDiam_EA.bo.numeric7 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
SpDiam_EA.ed.numeric10 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
SpDiam_EA.ri.numeric13 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
SpMax_AEA.bo.numeric8 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
SpMax_AEA.ed.numeric8 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
SpMax_AEA.ri.numeric9 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
SpMax_EAnumeric10 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
SpMax_EA.bo.numeric7 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
SpMax_EA.ed.numeric8 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
SpMax_EA.ri.numeric13 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
ATS4vnumeric28 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
ATS5enumeric28 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
ATS5inumeric29 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
ATS6enumeric27 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
ATS7enumeric29 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
ATS7inumeric28 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
ATS8enumeric28 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
ATS8inumeric28 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
ATSC1mnumeric26 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
ATSC1vnumeric26 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
CIC0numeric25 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
P_VSA_LogP_2numeric23 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
SpMin5_Bh.e.numeric19 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
SpMin5_Bh.p.numeric23 unique values
0 missing
CENTnumeric26 unique values
0 missing
SpMin5_Bh.v.numeric20 unique values
0 missing
Chi0_AEA.bo.numeric23 unique values
0 missing
TIC3numeric28 unique values
0 missing
Chi0_AEA.dm.numeric23 unique values
0 missing
TIC4numeric28 unique values
0 missing
Chi0_AEA.ed.numeric23 unique values
0 missing
TIC5numeric28 unique values
0 missing
Chi0_AEA.ri.numeric23 unique values
0 missing
Eta_epsi_Anumeric24 unique values
0 missing
Chi0_EAnumeric23 unique values
0 missing
GATS4vnumeric28 unique values
0 missing
Chi0_EA.bo.numeric26 unique values
0 missing
X0Avnumeric23 unique values
0 missing
Chi0_EA.dm.numeric24 unique values
0 missing
ATS4enumeric29 unique values
0 missing
Chi0_EA.ed.numeric26 unique values
0 missing
ATSC7mnumeric29 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
nHnumeric15 unique values
0 missing
Chi1_AEA.bo.numeric26 unique values
0 missing
SIC0numeric22 unique values
0 missing
Chi1_AEA.dm.numeric26 unique values
0 missing
ATSC6mnumeric29 unique values
0 missing
Chi1_AEA.ed.numeric26 unique values
0 missing
ATS5pnumeric29 unique values
0 missing
Chi1_AEA.ri.numeric26 unique values
0 missing
ATS6vnumeric27 unique values
0 missing
Chi1_EAnumeric26 unique values
0 missing
ATS7pnumeric28 unique values
0 missing
Chi1_EA.bo.numeric26 unique values
0 missing
ATS7vnumeric29 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
ATSC1pnumeric26 unique values
0 missing
Chi1_EA.ed.numeric26 unique values
0 missing
ATSC2mnumeric28 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
ATSC5pnumeric29 unique values
0 missing
CIC2numeric28 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
CIC3numeric28 unique values
0 missing
ATSC7inumeric29 unique values
0 missing
CIC4numeric28 unique values
0 missing
ATSC8pnumeric29 unique values
0 missing
CIC5numeric28 unique values
0 missing
CIC1numeric26 unique values
0 missing
CIDnumeric22 unique values
0 missing
ISIZnumeric20 unique values
0 missing
CMC.80numeric2 unique values
0 missing
nATnumeric20 unique values
0 missing
cRo5numeric2 unique values
0 missing
P_VSA_e_1numeric15 unique values
0 missing
CSInumeric26 unique values
0 missing
P_VSA_i_3numeric20 unique values
0 missing
DBInumeric13 unique values
0 missing
P_VSA_LogP_7numeric15 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
P_VSA_m_1numeric15 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
P_VSA_p_1numeric15 unique values
0 missing
D.Dtr07numeric10 unique values
0 missing
P_VSA_s_2numeric15 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
P_VSA_v_1numeric15 unique values
0 missing
DECCnumeric23 unique values
0 missing
Senumeric26 unique values
0 missing
DELSnumeric29 unique values
0 missing
Sinumeric26 unique values
0 missing
DLS_01numeric3 unique values
0 missing
VvdwMGnumeric26 unique values
0 missing
DLS_02numeric3 unique values
0 missing
VvdwZAZnumeric26 unique values
0 missing
DLS_03numeric4 unique values
0 missing
Vxnumeric26 unique values
0 missing
DLS_04numeric5 unique values
0 missing
X0vnumeric26 unique values
0 missing
DLS_05numeric2 unique values
0 missing
D.Dtr06numeric26 unique values
0 missing
DLS_06numeric3 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
Dznumeric20 unique values
0 missing
GATS4pnumeric27 unique values
0 missing
ECCnumeric24 unique values
0 missing
Mpnumeric16 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
GATS4snumeric29 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
piPC08numeric25 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
SM15_EAnumeric26 unique values
0 missing
Eig02_AEA.ri.numeric18 unique values
0 missing
SpMax1_Bh.e.numeric23 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
SpMax1_Bh.i.numeric25 unique values
0 missing
Eig02_EA.bo.numeric15 unique values
0 missing
SpMax1_Bh.v.numeric22 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
SpMin3_Bh.p.numeric20 unique values
0 missing
Eig02_EA.ri.numeric21 unique values
0 missing
SpMin4_Bh.e.numeric13 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
SpMin4_Bh.i.numeric13 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
SpMin4_Bh.m.numeric15 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
SpMin4_Bh.v.numeric14 unique values
0 missing
Eig03_AEA.ri.numeric16 unique values
0 missing
Polnumeric18 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
P_VSA_s_3numeric26 unique values
0 missing
Eig03_EA.bo.numeric16 unique values
0 missing
Eta_C_Anumeric28 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig03_EA.ri.numeric18 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
PHInumeric26 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
S1Knumeric26 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
S2Knumeric26 unique values
0 missing
Eig04_EAnumeric24 unique values
0 missing
S3Knumeric28 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
SAtotnumeric28 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
Uindexnumeric26 unique values
0 missing
Eig04_EA.ed.numeric17 unique values
0 missing
ATS6inumeric28 unique values
0 missing
Eig04_EA.ri.numeric19 unique values
0 missing
nCsp3numeric8 unique values
0 missing
Eig05_AEA.bo.numeric26 unique values
0 missing
P_VSA_MR_5numeric28 unique values
0 missing
Eig05_AEA.dm.numeric20 unique values
0 missing
SpMin3_Bh.e.numeric16 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
SpMin3_Bh.i.numeric17 unique values
0 missing
Eig05_AEA.ri.numeric29 unique values
0 missing
SpMin3_Bh.v.numeric21 unique values
0 missing
Eig05_EAnumeric26 unique values
0 missing
SpMin6_Bh.p.numeric19 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATS4inumeric29 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
ATS5vnumeric29 unique values
0 missing
Eig05_EA.ri.numeric28 unique values
0 missing
ATSC4pnumeric29 unique values
0 missing
Eig06_AEA.bo.numeric24 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
Eig06_AEA.dm.numeric18 unique values
0 missing
ATSC5inumeric28 unique values
0 missing
Eig06_AEA.ed.numeric24 unique values
0 missing
ATSC7pnumeric29 unique values
0 missing
Eig06_AEA.ri.numeric26 unique values
0 missing
GGI5numeric20 unique values
0 missing
Eig06_EAnumeric24 unique values
0 missing
ON0Vnumeric25 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
ON1numeric23 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
ON1Vnumeric28 unique values
0 missing
Eig06_EA.ed.numeric23 unique values
0 missing
SpMax6_Bh.p.numeric24 unique values
0 missing
Eig06_EA.ri.numeric27 unique values
0 missing
SpMax6_Bh.v.numeric27 unique values
0 missing
Eig07_AEA.bo.numeric25 unique values
0 missing
SpMax7_Bh.p.numeric22 unique values
0 missing
Eig07_AEA.dm.numeric25 unique values
0 missing
SpMax7_Bh.v.numeric22 unique values
0 missing
Eig07_AEA.ed.numeric23 unique values
0 missing
SpMin2_Bh.p.numeric24 unique values
0 missing
Eig07_AEA.ri.numeric27 unique values
0 missing
SpMin2_Bh.v.numeric26 unique values
0 missing
Eig07_EAnumeric25 unique values
0 missing
SpMin3_Bh.s.numeric13 unique values
0 missing
Eig07_EA.bo.numeric23 unique values
0 missing
SpMin5_Bh.i.numeric20 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
TIC1numeric27 unique values
0 missing
Eig07_EA.ed.numeric23 unique values
0 missing
TIC2numeric29 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
Eig08_AEA.bo.numeric25 unique values
0 missing
P_VSA_e_2numeric28 unique values
0 missing
Eig08_AEA.dm.numeric21 unique values
0 missing
P_VSA_i_2numeric28 unique values
0 missing
Eig08_AEA.ed.numeric20 unique values
0 missing
P_VSA_p_3numeric28 unique values
0 missing
Eig08_AEA.ri.numeric25 unique values
0 missing
P_VSA_v_3numeric28 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
SpMax8_Bh.s.numeric23 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
ATS1snumeric27 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
ATS7snumeric29 unique values
0 missing
Eig08_EA.ri.numeric26 unique values
0 missing
ATS8pnumeric29 unique values
0 missing
Eig09_AEA.bo.numeric23 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
ATSC4inumeric28 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
ATSC8inumeric29 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
BIC1numeric24 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
Eta_Cnumeric29 unique values
0 missing
Eig09_EA.bo.numeric24 unique values
0 missing
Eta_epsinumeric26 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
IACnumeric26 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
MATS6enumeric26 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
MATS6snumeric27 unique values
0 missing
Eig10_AEA.bo.numeric20 unique values
0 missing
MDDDnumeric26 unique values
0 missing
Eig10_AEA.dm.numeric19 unique values
0 missing
SIC1numeric22 unique values
0 missing
Eig10_AEA.ed.numeric25 unique values
0 missing
Spnumeric26 unique values
0 missing
Eig10_AEA.ri.numeric22 unique values
0 missing
Svnumeric26 unique values
0 missing
Eig10_EAnumeric18 unique values
0 missing
TIC0numeric26 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
X0numeric22 unique values
0 missing
Eig10_EA.ed.numeric24 unique values
0 missing
X0solnumeric22 unique values
0 missing
Eig10_EA.ri.numeric22 unique values
0 missing
SpMin5_Bh.m.numeric17 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
MATS1enumeric20 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
SsssNnumeric29 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
ATSC4snumeric29 unique values
0 missing
Eig11_AEA.ri.numeric23 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
Eig11_EA.bo.numeric22 unique values
0 missing
SM11_AEA.dm.numeric12 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
SM14_EAnumeric26 unique values
0 missing
Eig11_EA.ri.numeric22 unique values
0 missing
TIEnumeric29 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
AACnumeric26 unique values
0 missing
Eig12_AEA.dm.numeric18 unique values
0 missing
AECCnumeric24 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
ALOGPnumeric26 unique values
0 missing
Eig12_AEA.ri.numeric20 unique values
0 missing
ALOGP2numeric26 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
AMRnumeric26 unique values
0 missing
Eig12_EA.bo.numeric14 unique values
0 missing
ARRnumeric17 unique values
0 missing
Eig12_EA.ed.numeric22 unique values
0 missing
ATS1enumeric25 unique values
0 missing
Eig12_EA.ri.numeric23 unique values
0 missing
ATS1inumeric26 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig13_AEA.dm.numeric19 unique values
0 missing
ATS1pnumeric26 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
ATS1vnumeric26 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
ATS2enumeric26 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
ATS2inumeric25 unique values
0 missing
Eig13_EA.bo.numeric9 unique values
0 missing
ATS2mnumeric28 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
Eig13_EA.ri.numeric17 unique values
0 missing
ATS2snumeric28 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
ATS2vnumeric27 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
ATS3enumeric28 unique values
0 missing
Eig14_AEA.ed.numeric18 unique values
0 missing
ATS3inumeric23 unique values
0 missing
Eig14_AEA.ri.numeric22 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
Eig14_EAnumeric20 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
ATS3snumeric27 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
ATS4mnumeric27 unique values
0 missing
Eig14_EA.ri.numeric20 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATS6mnumeric28 unique values
0 missing
Eig15_AEA.dm.numeric14 unique values
0 missing
ATS6snumeric27 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
ATS8mnumeric29 unique values
0 missing
Eig15_EAnumeric17 unique values
0 missing
ATSC1enumeric22 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
ATSC1inumeric26 unique values
0 missing
Eig15_EA.ed.numeric20 unique values
0 missing
ATSC1snumeric28 unique values
0 missing
Eig15_EA.ri.numeric13 unique values
0 missing
ATSC2enumeric28 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
ATSC2inumeric28 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
ATSC2pnumeric28 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
ATSC2vnumeric28 unique values
0 missing
Eta_betanumeric21 unique values
0 missing
ATSC3enumeric28 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
ATSC3inumeric29 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eta_Fnumeric29 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eta_F_Anumeric26 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
Eta_FLnumeric27 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
ATSC4enumeric28 unique values
0 missing
ATSC5enumeric27 unique values
0 missing
ATSC5snumeric29 unique values
0 missing
ATSC6enumeric28 unique values
0 missing
ATSC6pnumeric29 unique values
0 missing
ATSC6snumeric29 unique values
0 missing
ATSC7enumeric29 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
ATSC8enumeric26 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
BACnumeric14 unique values
0 missing
BBInumeric16 unique values
0 missing
BIC0numeric19 unique values
0 missing
BIC2numeric25 unique values
0 missing
BIC3numeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
30
Number of instances (rows) of the dataset.
NumberOfFeatures
498
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
497
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.48
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
0.6
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1099.06
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.88
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.13
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
1.66
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
0.67
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
38.66
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.7
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
0.32
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.27
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
16.6
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.04
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.89
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
8.85
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
-0.41
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.13
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.24
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
30
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.45
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
3607.4
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
1.1
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
10.57
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.48
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075134
0 runs - estimation_procedure: 50 times Clustering
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