Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL1795125 (TID: 104205), and it has 12 rows and 718 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.

720 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal12 unique values
0 missing
ATSC8inumeric6 unique values
0 missing
Eta_Cnumeric12 unique values
0 missing
ALOGPnumeric8 unique values
0 missing
ATSC8mnumeric6 unique values
0 missing
Eta_C_Anumeric11 unique values
0 missing
ATSC1vnumeric8 unique values
0 missing
ATSC8pnumeric6 unique values
0 missing
Eta_epsinumeric8 unique values
0 missing
BLTA96numeric8 unique values
0 missing
ATSC8snumeric6 unique values
0 missing
Eta_epsi_Anumeric8 unique values
0 missing
BLTD48numeric8 unique values
0 missing
ATSC8vnumeric6 unique values
0 missing
Eta_Fnumeric12 unique values
0 missing
BLTF96numeric8 unique values
0 missing
BACnumeric8 unique values
0 missing
Eta_F_Anumeric12 unique values
0 missing
C.numeric8 unique values
0 missing
BBInumeric8 unique values
0 missing
Eta_FLnumeric10 unique values
0 missing
C.024numeric6 unique values
0 missing
BIC0numeric8 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
BIC1numeric8 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
BIC2numeric11 unique values
0 missing
Eta_L_Anumeric7 unique values
0 missing
Eta_sh_pnumeric8 unique values
0 missing
BIC3numeric12 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
BIC4numeric12 unique values
0 missing
Eta_sh_ynumeric8 unique values
0 missing
GNarnumeric7 unique values
0 missing
BIC5numeric12 unique values
0 missing
GATS1enumeric8 unique values
0 missing
H.047numeric6 unique values
0 missing
BIDnumeric11 unique values
0 missing
GATS1inumeric8 unique values
0 missing
HNarnumeric8 unique values
0 missing
BLInumeric10 unique values
0 missing
GATS1mnumeric8 unique values
0 missing
Minumeric7 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS1pnumeric8 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS1snumeric10 unique values
0 missing
nCbHnumeric6 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS1vnumeric8 unique values
0 missing
ON1Vnumeric10 unique values
0 missing
C.009numeric2 unique values
0 missing
GATS2enumeric8 unique values
0 missing
PCRnumeric9 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS2mnumeric8 unique values
0 missing
Psi_e_Anumeric8 unique values
0 missing
C.026numeric5 unique values
0 missing
GATS2pnumeric8 unique values
0 missing
Psi_i_Anumeric8 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS2snumeric11 unique values
0 missing
P_VSA_e_1numeric5 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS2vnumeric8 unique values
0 missing
P_VSA_i_2numeric8 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS3enumeric10 unique values
0 missing
P_VSA_LogP_3numeric6 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS3inumeric8 unique values
0 missing
P_VSA_m_1numeric5 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS3pnumeric10 unique values
0 missing
P_VSA_MR_1numeric5 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS3snumeric12 unique values
0 missing
P_VSA_MR_6numeric8 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS3vnumeric10 unique values
0 missing
P_VSA_p_1numeric5 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS4enumeric12 unique values
0 missing
P_VSA_s_2numeric5 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS4inumeric10 unique values
0 missing
P_VSA_s_4numeric6 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS4mnumeric12 unique values
0 missing
P_VSA_v_1numeric5 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS4pnumeric11 unique values
0 missing
SaaCHnumeric12 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS4snumeric12 unique values
0 missing
SpMin1_Bh.m.numeric10 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS4vnumeric12 unique values
0 missing
X0Anumeric8 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS5enumeric12 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS5inumeric12 unique values
0 missing
SpMin1_Bh.v.numeric7 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS5mnumeric12 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
GATS5pnumeric12 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS5snumeric12 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS5vnumeric12 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
GATS6enumeric9 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS6inumeric8 unique values
0 missing
SaasCnumeric12 unique values
0 missing
CATS2D_03_LLnumeric3 unique values
0 missing
GATS6mnumeric9 unique values
0 missing
SM12_AEA.dm.numeric11 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS6pnumeric9 unique values
0 missing
SM13_AEA.ri.numeric10 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS6snumeric9 unique values
0 missing
SpMax3_Bh.e.numeric9 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS6vnumeric9 unique values
0 missing
SpMax3_Bh.i.numeric9 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
GATS7enumeric6 unique values
0 missing
SpMax3_Bh.m.numeric9 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS7inumeric3 unique values
0 missing
SpMin3_Bh.p.numeric9 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS7mnumeric6 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS7pnumeric6 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS7snumeric6 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
GATS7vnumeric6 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
GATS8enumeric3 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS8inumeric3 unique values
0 missing
SM09_AEA.bo.numeric12 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS8mnumeric3 unique values
0 missing
SM10_AEA.dm.numeric12 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
GATS8pnumeric3 unique values
0 missing
SM11_AEA.ri.numeric11 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS8snumeric3 unique values
0 missing
SpDiam_EA.bo.numeric11 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS8vnumeric3 unique values
0 missing
SpMax_AEA.bo.numeric12 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GGI1numeric8 unique values
0 missing
SpMax_AEA.ed.numeric12 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GGI10numeric2 unique values
0 missing
SpMax_EAnumeric12 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GGI2numeric9 unique values
0 missing
SpMax_EA.bo.numeric11 unique values
0 missing
CATS2D_05_LLnumeric2 unique values
0 missing
GGI4numeric11 unique values
0 missing
SpMax_EA.ed.numeric12 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GGI5numeric5 unique values
0 missing
MATS1snumeric10 unique values
0 missing
CATS2D_06_ALnumeric2 unique values
0 missing
GGI6numeric3 unique values
0 missing
MATS3pnumeric10 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GGI7numeric2 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GGI8numeric2 unique values
0 missing
GATS2inumeric8 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
GGI9numeric2 unique values
0 missing
IDDEnumeric12 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
GMTInumeric12 unique values
0 missing
SpDiam_EA.ed.numeric12 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GMTIVnumeric12 unique values
0 missing
AACnumeric8 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
H.numeric8 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
H.048numeric2 unique values
0 missing
ATS3snumeric12 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
H.051numeric2 unique values
0 missing
ATS4snumeric12 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
HDcpxnumeric12 unique values
0 missing
ATSC1enumeric8 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
HVcpxnumeric12 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
IACnumeric8 unique values
0 missing
ATSC3enumeric10 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
IC1numeric8 unique values
0 missing
ATSC3snumeric12 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
IC2numeric12 unique values
0 missing
ATSC4mnumeric12 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
IC3numeric12 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
IC4numeric12 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
IC5numeric12 unique values
0 missing
Eig05_AEA.ed.numeric7 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
ICRnumeric11 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
IDDMnumeric11 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
IDEnumeric12 unique values
0 missing
Eta_betaS_Anumeric8 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
IDETnumeric12 unique values
0 missing
GGI3numeric9 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
IDMnumeric12 unique values
0 missing
H.050numeric5 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
IDMTnumeric12 unique values
0 missing
IC0numeric8 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
ISIZnumeric8 unique values
0 missing
LLS_01numeric5 unique values
0 missing
CENTnumeric12 unique values
0 missing
IVDEnumeric8 unique values
0 missing
MATS2mnumeric8 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
IVDMnumeric8 unique values
0 missing
MATS2vnumeric8 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
JGI1numeric8 unique values
0 missing
MATS3vnumeric10 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
JGI10numeric2 unique values
0 missing
Menumeric8 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
JGI2numeric11 unique values
0 missing
nHDonnumeric5 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
JGI3numeric10 unique values
0 missing
P_VSA_p_2numeric8 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
JGI4numeric11 unique values
0 missing
P_VSA_s_6numeric8 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
JGI5numeric8 unique values
0 missing
P_VSA_v_2numeric8 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
JGI6numeric3 unique values
0 missing
PW2numeric11 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
JGI7numeric2 unique values
0 missing
SAaccnumeric8 unique values
0 missing
Chi1_AEA.bo.numeric12 unique values
0 missing
JGI8numeric2 unique values
0 missing
SM02_EA.ed.numeric12 unique values
0 missing
Chi1_AEA.dm.numeric12 unique values
0 missing
JGI9numeric2 unique values
0 missing
SM03_AEA.ed.numeric10 unique values
0 missing
Chi1_AEA.ed.numeric12 unique values
0 missing
JGTnumeric12 unique values
0 missing
SM03_EA.bo.numeric8 unique values
0 missing
Chi1_AEA.ri.numeric12 unique values
0 missing
LLS_02numeric2 unique values
0 missing
SM03_EA.ed.numeric10 unique values
0 missing
Chi1_EAnumeric12 unique values
0 missing
LOCnumeric8 unique values
0 missing
SM04_AEA.ed.numeric12 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
LPRSnumeric12 unique values
0 missing
SM04_EA.bo.numeric10 unique values
0 missing
Chi1_EA.dm.numeric11 unique values
0 missing
MATS1enumeric8 unique values
0 missing
SM04_EA.ed.numeric12 unique values
0 missing
Chi1_EA.ed.numeric12 unique values
0 missing
MATS1inumeric8 unique values
0 missing
SM05_AEA.ed.numeric12 unique values
0 missing
Chi1_EA.ri.numeric12 unique values
0 missing
MATS1mnumeric8 unique values
0 missing
SM05_EAnumeric10 unique values
0 missing
CIC0numeric8 unique values
0 missing
MATS1pnumeric8 unique values
0 missing
SM05_EA.bo.numeric10 unique values
0 missing
CIC1numeric8 unique values
0 missing
MATS1vnumeric7 unique values
0 missing
SM05_EA.ed.numeric12 unique values
0 missing
CIC2numeric12 unique values
0 missing
MATS2enumeric8 unique values
0 missing
SM06_AEA.ed.numeric12 unique values
0 missing
CIC3numeric12 unique values
0 missing
MATS2inumeric8 unique values
0 missing
SM06_EAnumeric12 unique values
0 missing
CIC4numeric12 unique values
0 missing
MATS2pnumeric8 unique values
0 missing
SM06_EA.bo.numeric12 unique values
0 missing
CIC5numeric11 unique values
0 missing
MATS2snumeric12 unique values
0 missing
SM06_EA.ed.numeric12 unique values
0 missing
CIDnumeric8 unique values
0 missing
MATS3enumeric10 unique values
0 missing
SM07_AEA.bo.numeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS3inumeric7 unique values
0 missing
SM07_AEA.ed.numeric12 unique values
0 missing
CSInumeric11 unique values
0 missing
MATS3mnumeric10 unique values
0 missing
SM07_EAnumeric12 unique values
0 missing
DBInumeric8 unique values
0 missing
MATS3snumeric12 unique values
0 missing
SM07_EA.bo.numeric12 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
MATS4enumeric12 unique values
0 missing
SM08_AEA.bo.numeric12 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
MATS4inumeric11 unique values
0 missing
SM08_AEA.ed.numeric12 unique values
0 missing
DECCnumeric11 unique values
0 missing
MATS4mnumeric12 unique values
0 missing
SM08_EAnumeric12 unique values
0 missing
DELSnumeric12 unique values
0 missing
MATS4pnumeric11 unique values
0 missing
SM08_EA.bo.numeric12 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS4snumeric12 unique values
0 missing
SM09_AEA.ed.numeric12 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MATS4vnumeric12 unique values
0 missing
SM09_EAnumeric12 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MATS5enumeric12 unique values
0 missing
SM09_EA.bo.numeric12 unique values
0 missing
DLS_04numeric5 unique values
0 missing
MATS5inumeric12 unique values
0 missing
SM10_AEA.ed.numeric12 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS5mnumeric12 unique values
0 missing
SM10_EAnumeric12 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MATS5pnumeric12 unique values
0 missing
SM10_EA.bo.numeric12 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS5snumeric12 unique values
0 missing
SM11_AEA.ed.numeric12 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
MATS5vnumeric12 unique values
0 missing
SM11_EAnumeric12 unique values
0 missing
Dznumeric8 unique values
0 missing
MATS6enumeric11 unique values
0 missing
SM11_EA.bo.numeric12 unique values
0 missing
ECCnumeric11 unique values
0 missing
MATS6inumeric11 unique values
0 missing
SM12_EAnumeric12 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
MATS6mnumeric11 unique values
0 missing
SM13_EAnumeric12 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS6pnumeric11 unique values
0 missing
SM14_EAnumeric12 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
MATS6snumeric11 unique values
0 missing
SpDiam_AEA.bo.numeric12 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
MATS6vnumeric10 unique values
0 missing
SpDiam_AEA.ri.numeric12 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
MATS7enumeric9 unique values
0 missing
SpMAD_AEA.ed.numeric12 unique values
0 missing
Eig02_AEA.ed.numeric12 unique values
0 missing
MATS7inumeric9 unique values
0 missing
SpMAD_EA.ed.numeric12 unique values
0 missing
Eig02_AEA.ri.numeric11 unique values
0 missing
MATS7mnumeric9 unique values
0 missing
SpMax3_Bh.s.numeric10 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
MATS7pnumeric9 unique values
0 missing
SpMax5_Bh.p.numeric11 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
MATS7snumeric9 unique values
0 missing
SpMax5_Bh.v.numeric11 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS7vnumeric9 unique values
0 missing
SpMax_AEA.ri.numeric12 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
MATS8enumeric6 unique values
0 missing
SpMin5_Bh.e.numeric8 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
MATS8inumeric6 unique values
0 missing
SRW08numeric12 unique values
0 missing
Eig03_AEA.dm.numeric9 unique values
0 missing
MATS8mnumeric6 unique values
0 missing
SRW10numeric12 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
MATS8pnumeric6 unique values
0 missing
TPSA.NO.numeric8 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS8snumeric6 unique values
0 missing
TPSA.Tot.numeric8 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
MATS8vnumeric6 unique values
0 missing
X1Anumeric10 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
MAXDNnumeric12 unique values
0 missing
X3numeric12 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
MAXDPnumeric12 unique values
0 missing
X3solnumeric12 unique values
0 missing
Eig04_AEA.ri.numeric12 unique values
0 missing
MCDnumeric8 unique values
0 missing
Hynumeric8 unique values
0 missing
Eig04_EAnumeric10 unique values
0 missing
MDDDnumeric12 unique values
0 missing
MLOGPnumeric8 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
MLOGP2numeric8 unique values
0 missing
SM07_EA.ed.numeric12 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
Mpnumeric8 unique values
0 missing
SM08_EA.ed.numeric12 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
MPC01numeric8 unique values
0 missing
SM09_EA.ed.numeric12 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
MPC02numeric8 unique values
0 missing
SM10_EA.ed.numeric12 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
MPC03numeric9 unique values
0 missing
SM11_EA.ed.numeric12 unique values
0 missing
Eig05_AEA.dm.numeric12 unique values
0 missing
MPC04numeric11 unique values
0 missing
SM12_AEA.ed.numeric12 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
MPC05numeric8 unique values
0 missing
SM12_EA.bo.numeric12 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
MPC06numeric11 unique values
0 missing
SM12_EA.ed.numeric12 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
MPC07numeric10 unique values
0 missing
SM13_AEA.ed.numeric12 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MPC08numeric3 unique values
0 missing
SM13_EA.bo.numeric12 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
MPC09numeric2 unique values
0 missing
SM13_EA.ed.numeric12 unique values
0 missing
Eig05_EA.ri.numeric11 unique values
0 missing
MPC10numeric2 unique values
0 missing
SM14_AEA.ed.numeric12 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
MSDnumeric12 unique values
0 missing
SM14_EA.bo.numeric12 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
Mvnumeric8 unique values
0 missing
SM14_EA.ed.numeric12 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
MWnumeric8 unique values
0 missing
SM15_AEA.ed.numeric12 unique values
0 missing
Eig06_AEA.ri.numeric12 unique values
0 missing
MWC01numeric8 unique values
0 missing
SM15_EAnumeric12 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
MWC02numeric8 unique values
0 missing
SM15_EA.bo.numeric12 unique values
0 missing
Eig06_EA.bo.numeric12 unique values
0 missing
MWC03numeric10 unique values
0 missing
SM15_EA.ed.numeric12 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MWC04numeric11 unique values
0 missing
SpDiam_EAnumeric12 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
MWC05numeric11 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
MWC06numeric12 unique values
0 missing
ALOGP2numeric8 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
MWC07numeric12 unique values
0 missing
AMRnumeric8 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
MWC08numeric12 unique values
0 missing
AMWnumeric8 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
MWC09numeric12 unique values
0 missing
ARRnumeric8 unique values
0 missing
Eig07_AEA.ri.numeric11 unique values
0 missing
MWC10numeric12 unique values
0 missing
ATS1enumeric8 unique values
0 missing
Eig07_EAnumeric6 unique values
0 missing
N.numeric2 unique values
0 missing
ATS1inumeric8 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
N.069numeric2 unique values
0 missing
ATS1mnumeric8 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
N.072numeric2 unique values
0 missing
ATS1pnumeric8 unique values
0 missing
Eig07_EA.ed.numeric9 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig07_EA.ri.numeric11 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS1vnumeric8 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATS2enumeric8 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATS2inumeric8 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
nABnumeric3 unique values
0 missing
ATS2mnumeric8 unique values
0 missing
Eig08_EAnumeric8 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
ATS2pnumeric8 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATS2snumeric12 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
nArOHnumeric5 unique values
0 missing
ATS2vnumeric8 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
nATnumeric8 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATS3inumeric8 unique values
0 missing
Eig09_AEA.bo.numeric7 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATS3pnumeric8 unique values
0 missing
Eig09_AEA.dm.numeric9 unique values
0 missing
nBOnumeric8 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig09_AEA.ed.numeric8 unique values
0 missing
nBTnumeric8 unique values
0 missing
ATS4enumeric12 unique values
0 missing
Eig09_AEA.ri.numeric8 unique values
0 missing
nCnumeric4 unique values
0 missing
ATS4inumeric9 unique values
0 missing
Eig09_EAnumeric9 unique values
0 missing
nCarnumeric3 unique values
0 missing
ATS4mnumeric12 unique values
0 missing
Eig09_EA.bo.numeric9 unique values
0 missing
nCb.numeric6 unique values
0 missing
ATS4pnumeric11 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATS4vnumeric12 unique values
0 missing
Eig09_EA.ed.numeric9 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATS5enumeric12 unique values
0 missing
Eig09_EA.ri.numeric9 unique values
0 missing
nCIRnumeric2 unique values
0 missing
ATS5inumeric11 unique values
0 missing
Eig10_AEA.bo.numeric7 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATS5mnumeric12 unique values
0 missing
Eig10_AEA.dm.numeric7 unique values
0 missing
nCrsnumeric2 unique values
0 missing
ATS5pnumeric12 unique values
0 missing
Eig10_AEA.ed.numeric7 unique values
0 missing
nCsnumeric2 unique values
0 missing
ATS5snumeric12 unique values
0 missing
Eig10_AEA.ri.numeric7 unique values
0 missing
nCsp2numeric4 unique values
0 missing
ATS5vnumeric12 unique values
0 missing
Eig10_EAnumeric7 unique values
0 missing
nCsp3numeric3 unique values
0 missing
ATS6enumeric12 unique values
0 missing
Eig10_EA.bo.numeric7 unique values
0 missing
nDBnumeric4 unique values
0 missing
ATS6inumeric12 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
NddssSnumeric2 unique values
0 missing
ATS6mnumeric12 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
NdOnumeric4 unique values
0 missing
ATS6pnumeric12 unique values
0 missing
Eig10_EA.ri.numeric7 unique values
0 missing
NdssCnumeric3 unique values
0 missing
ATS6snumeric12 unique values
0 missing
Eig11_AEA.bo.numeric6 unique values
0 missing
nHnumeric2 unique values
0 missing
ATS6vnumeric12 unique values
0 missing
Eig11_AEA.dm.numeric5 unique values
0 missing
ATS7enumeric9 unique values
0 missing
Eig11_AEA.ed.numeric5 unique values
0 missing
ATS7inumeric9 unique values
0 missing
Eig11_AEA.ri.numeric5 unique values
0 missing
ATS7mnumeric9 unique values
0 missing
Eig11_EAnumeric5 unique values
0 missing
ATS7pnumeric9 unique values
0 missing
Eig11_EA.bo.numeric5 unique values
0 missing
ATS7snumeric9 unique values
0 missing
Eig11_EA.ed.numeric6 unique values
0 missing
ATS7vnumeric9 unique values
0 missing
Eig11_EA.ri.numeric5 unique values
0 missing
ATS8enumeric4 unique values
0 missing
Eig12_AEA.bo.numeric4 unique values
0 missing
ATS8inumeric4 unique values
0 missing
Eig12_AEA.dm.numeric4 unique values
0 missing
ATS8mnumeric4 unique values
0 missing
Eig12_AEA.ed.numeric3 unique values
0 missing
ATS8pnumeric4 unique values
0 missing
Eig12_AEA.ri.numeric4 unique values
0 missing
ATS8snumeric4 unique values
0 missing
Eig12_EAnumeric4 unique values
0 missing
ATS8vnumeric4 unique values
0 missing
Eig12_EA.bo.numeric4 unique values
0 missing
ATSC1inumeric8 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
ATSC1mnumeric8 unique values
0 missing
Eig12_EA.ed.numeric4 unique values
0 missing
ATSC1pnumeric8 unique values
0 missing
Eig12_EA.ri.numeric4 unique values
0 missing
ATSC2enumeric8 unique values
0 missing
Eig13_AEA.bo.numeric3 unique values
0 missing
ATSC2inumeric8 unique values
0 missing
Eig13_AEA.dm.numeric3 unique values
0 missing
ATSC2mnumeric8 unique values
0 missing
Eig13_AEA.ed.numeric3 unique values
0 missing
ATSC2pnumeric8 unique values
0 missing
Eig13_AEA.ri.numeric3 unique values
0 missing
ATSC2snumeric12 unique values
0 missing
Eig13_EAnumeric3 unique values
0 missing
ATSC2vnumeric8 unique values
0 missing
Eig13_EA.bo.numeric3 unique values
0 missing
ATSC3inumeric8 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
Eig13_EA.ed.numeric3 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
Eig13_EA.ri.numeric3 unique values
0 missing
ATSC4enumeric12 unique values
0 missing
Eig14_AEA.bo.numeric2 unique values
0 missing
ATSC4inumeric9 unique values
0 missing
Eig14_AEA.dm.numeric2 unique values
0 missing
ATSC4pnumeric12 unique values
0 missing
Eig14_AEA.ed.numeric2 unique values
0 missing
ATSC4snumeric12 unique values
0 missing
Eig14_AEA.ri.numeric2 unique values
0 missing
ATSC4vnumeric12 unique values
0 missing
Eig14_EAnumeric2 unique values
0 missing
ATSC5enumeric11 unique values
0 missing
Eig14_EA.bo.numeric2 unique values
0 missing
ATSC5inumeric11 unique values
0 missing
Eig14_EA.ed.numeric2 unique values
0 missing
ATSC5mnumeric12 unique values
0 missing
Eig14_EA.ri.numeric2 unique values
0 missing
ATSC5pnumeric12 unique values
0 missing
Eig15_AEA.bo.numeric2 unique values
0 missing
ATSC5snumeric12 unique values
0 missing
Eig15_AEA.dm.numeric2 unique values
0 missing
ATSC5vnumeric12 unique values
0 missing
Eig15_AEA.ed.numeric2 unique values
0 missing
ATSC6enumeric12 unique values
0 missing
Eig15_AEA.ri.numeric2 unique values
0 missing
ATSC6inumeric11 unique values
0 missing
Eig15_EAnumeric2 unique values
0 missing
ATSC6mnumeric12 unique values
0 missing
Eig15_EA.bo.numeric2 unique values
0 missing
ATSC6pnumeric12 unique values
0 missing
Eig15_EA.ed.numeric2 unique values
0 missing
ATSC6snumeric12 unique values
0 missing
Eig15_EA.ri.numeric2 unique values
0 missing
ATSC6vnumeric12 unique values
0 missing
Eta_alphanumeric8 unique values
0 missing
ATSC7enumeric9 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
ATSC7inumeric9 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
ATSC7mnumeric9 unique values
0 missing
Eta_betanumeric8 unique values
0 missing
ATSC7pnumeric9 unique values
0 missing
Eta_beta_Anumeric8 unique values
0 missing
ATSC7snumeric9 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATSC7vnumeric9 unique values
0 missing
Eta_betaP_Anumeric8 unique values
0 missing
ATSC8enumeric6 unique values
0 missing
Eta_betaSnumeric8 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
12
Number of instances (rows) of the dataset.
NumberOfFeatures
720
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
719
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
60
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
8.44
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
2
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.25
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1469.16
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
2.67
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.39
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
1.14
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
12
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.3
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
155039.92
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
11.87
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.79
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.46
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
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
3.43
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
529792.1
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.75
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.8
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
0.3
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
6.86
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
433.46
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.78
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.54
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.45
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-CHEMBL1795125
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795125
0 runs - estimation_procedure: 50 times Clustering
Define a new task