Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171

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: CHEMBL1795171 (TID: 104251), and it has 29 rows and 778 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.

780 features

pXC50 (target)numeric20 unique values
0 missing
molecule_id (row identifier)nominal29 unique values
0 missing
ATS5enumeric29 unique values
0 missing
Eig13_EA.bo.numeric25 unique values
0 missing
PDInumeric22 unique values
0 missing
Chi1_EA.dm.numeric24 unique values
0 missing
ATS5mnumeric27 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
piPC01numeric14 unique values
0 missing
MATS3inumeric26 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig13_EA.ri.numeric24 unique values
0 missing
piPC06numeric25 unique values
0 missing
SpMax1_Bh.p.numeric19 unique values
0 missing
ATS5snumeric28 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
piPC07numeric24 unique values
0 missing
SpMax1_Bh.v.numeric17 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
Eig14_AEA.dm.numeric22 unique values
0 missing
piPC08numeric25 unique values
0 missing
GATS1pnumeric24 unique values
0 missing
ATS6enumeric29 unique values
0 missing
Eig14_AEA.ed.numeric21 unique values
0 missing
piPC09numeric23 unique values
0 missing
SpMin2_Bh.i.numeric14 unique values
0 missing
ATS6mnumeric28 unique values
0 missing
Eig14_AEA.ri.numeric24 unique values
0 missing
piPC10numeric25 unique values
0 missing
MATS3vnumeric26 unique values
0 missing
ATS6pnumeric25 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
PJI2numeric5 unique values
0 missing
SpMAD_EA.bo.numeric22 unique values
0 missing
ATS6snumeric28 unique values
0 missing
Eig14_EA.bo.numeric19 unique values
0 missing
Polnumeric14 unique values
0 missing
ARRnumeric16 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
Psi_e_0numeric29 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
ATS7enumeric28 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
Psi_e_1numeric29 unique values
0 missing
GATS7snumeric28 unique values
0 missing
ATS7inumeric26 unique values
0 missing
Eig15_AEA.bo.numeric21 unique values
0 missing
C.025numeric5 unique values
0 missing
ATS7mnumeric28 unique values
0 missing
Eig15_AEA.dm.numeric23 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
ATS7pnumeric28 unique values
0 missing
Eig15_AEA.ed.numeric22 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
ATS7snumeric29 unique values
0 missing
Eig15_AEA.ri.numeric24 unique values
0 missing
GATS1inumeric24 unique values
0 missing
ATS7vnumeric28 unique values
0 missing
Eig15_EAnumeric24 unique values
0 missing
GATS1enumeric23 unique values
0 missing
ATS8enumeric29 unique values
0 missing
Eig15_EA.bo.numeric23 unique values
0 missing
Minumeric14 unique values
0 missing
ATS8inumeric29 unique values
0 missing
Eig15_EA.ed.numeric24 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig15_EA.ri.numeric27 unique values
0 missing
GATS3enumeric27 unique values
0 missing
ATS8pnumeric28 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
MATS3pnumeric27 unique values
0 missing
ATS8snumeric28 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
ATSC2mnumeric27 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
ATS5inumeric28 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eta_beta_Anumeric21 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
ATSC1pnumeric23 unique values
0 missing
Eta_betaSnumeric17 unique values
0 missing
C.numeric20 unique values
0 missing
ATSC1snumeric28 unique values
0 missing
Eta_betaS_Anumeric17 unique values
0 missing
C.024numeric5 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
Eta_Cnumeric29 unique values
0 missing
Eig03_EA.bo.numeric18 unique values
0 missing
ATSC2inumeric27 unique values
0 missing
Eta_epsinumeric23 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
ATSC2pnumeric26 unique values
0 missing
Eta_epsi_Anumeric18 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
Eta_F_Anumeric29 unique values
0 missing
Eig10_AEA.bo.numeric16 unique values
0 missing
ATSC2vnumeric27 unique values
0 missing
Eta_Lnumeric28 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
ATSC3inumeric26 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
ATSC3pnumeric28 unique values
0 missing
Eta_sh_xnumeric13 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
Eta_sh_ynumeric22 unique values
0 missing
Eta_Fnumeric29 unique values
0 missing
ATSC3vnumeric28 unique values
0 missing
F.084numeric2 unique values
0 missing
GATS1mnumeric23 unique values
0 missing
ATSC4enumeric28 unique values
0 missing
F.085numeric2 unique values
0 missing
GGI8numeric19 unique values
0 missing
ATSC4inumeric27 unique values
0 missing
GATS1snumeric26 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
GATS2enumeric26 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATSC4pnumeric29 unique values
0 missing
GATS2mnumeric26 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC4snumeric29 unique values
0 missing
GATS2snumeric27 unique values
0 missing
nCarnumeric4 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
GATS3inumeric25 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATSC5enumeric24 unique values
0 missing
GATS3mnumeric28 unique values
0 missing
nCbHnumeric5 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
GATS3snumeric28 unique values
0 missing
nCsp2numeric4 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
GATS4enumeric27 unique values
0 missing
piPC02numeric19 unique values
0 missing
ATSC5pnumeric29 unique values
0 missing
GATS4inumeric25 unique values
0 missing
piPC03numeric23 unique values
0 missing
ATSC5snumeric29 unique values
0 missing
GATS4mnumeric28 unique values
0 missing
piPC04numeric25 unique values
0 missing
ATSC6enumeric29 unique values
0 missing
GATS4pnumeric27 unique values
0 missing
piPC05numeric25 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
GATS4snumeric29 unique values
0 missing
P_VSA_LogP_3numeric6 unique values
0 missing
ATSC6mnumeric29 unique values
0 missing
GATS4vnumeric27 unique values
0 missing
P_VSA_MR_6numeric14 unique values
0 missing
ATSC6pnumeric29 unique values
0 missing
GATS5enumeric29 unique values
0 missing
SM02_EA.bo.numeric19 unique values
0 missing
ATSC6snumeric29 unique values
0 missing
GATS5inumeric27 unique values
0 missing
SM04_EA.bo.numeric23 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
GATS5mnumeric26 unique values
0 missing
SM05_EA.bo.numeric19 unique values
0 missing
ATSC7enumeric27 unique values
0 missing
GATS5pnumeric27 unique values
0 missing
SM06_EA.bo.numeric26 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
GATS5snumeric28 unique values
0 missing
SM13_AEA.ri.numeric18 unique values
0 missing
ATSC7mnumeric29 unique values
0 missing
GATS5vnumeric25 unique values
0 missing
SpMax2_Bh.m.numeric24 unique values
0 missing
ATSC7pnumeric29 unique values
0 missing
GATS6enumeric29 unique values
0 missing
SpMax2_Bh.p.numeric20 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
GATS6inumeric26 unique values
0 missing
SpMax2_Bh.v.numeric23 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
GATS6mnumeric26 unique values
0 missing
SpMax3_Bh.s.numeric21 unique values
0 missing
ATSC8enumeric27 unique values
0 missing
GATS6pnumeric26 unique values
0 missing
Ucnumeric4 unique values
0 missing
ATSC8inumeric29 unique values
0 missing
GATS6snumeric28 unique values
0 missing
Uinumeric4 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
GATS6vnumeric29 unique values
0 missing
GATS2inumeric26 unique values
0 missing
ATSC8pnumeric29 unique values
0 missing
GATS7inumeric28 unique values
0 missing
SaasCnumeric27 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
GATS7mnumeric28 unique values
0 missing
SpMin2_Bh.e.numeric13 unique values
0 missing
BACnumeric12 unique values
0 missing
GATS7pnumeric27 unique values
0 missing
SpMin7_Bh.s.numeric12 unique values
0 missing
BBInumeric14 unique values
0 missing
GATS7vnumeric28 unique values
0 missing
BLInumeric24 unique values
0 missing
BIC0numeric19 unique values
0 missing
GATS8enumeric29 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
BIC1numeric22 unique values
0 missing
GATS8inumeric28 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
BIC2numeric21 unique values
0 missing
GATS8mnumeric29 unique values
0 missing
X1Avnumeric20 unique values
0 missing
BIC3numeric22 unique values
0 missing
GATS8snumeric25 unique values
0 missing
MATS5pnumeric26 unique values
0 missing
BIC4numeric18 unique values
0 missing
GGI1numeric7 unique values
0 missing
RBFnumeric18 unique values
0 missing
BIC5numeric18 unique values
0 missing
GGI10numeric22 unique values
0 missing
GATS3pnumeric27 unique values
0 missing
BIDnumeric13 unique values
0 missing
GGI2numeric10 unique values
0 missing
GATS3vnumeric27 unique values
0 missing
BLTA96numeric19 unique values
0 missing
GGI3numeric15 unique values
0 missing
Mpnumeric19 unique values
0 missing
BLTD48numeric20 unique values
0 missing
GGI5numeric24 unique values
0 missing
SaaCHnumeric29 unique values
0 missing
BLTF96numeric19 unique values
0 missing
GGI6numeric22 unique values
0 missing
GATS7enumeric28 unique values
0 missing
C.001numeric5 unique values
0 missing
GGI7numeric16 unique values
0 missing
ATS6inumeric28 unique values
0 missing
C.002numeric8 unique values
0 missing
GGI9numeric22 unique values
0 missing
MATS2pnumeric27 unique values
0 missing
C.005numeric3 unique values
0 missing
GMTInumeric26 unique values
0 missing
ATS2inumeric23 unique values
0 missing
C.008numeric3 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
ATS3enumeric27 unique values
0 missing
C.011numeric2 unique values
0 missing
GNarnumeric20 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
C.014numeric2 unique values
0 missing
H.046numeric8 unique values
0 missing
ATSC3mnumeric28 unique values
0 missing
C.026numeric3 unique values
0 missing
H.047numeric13 unique values
0 missing
nHnumeric12 unique values
0 missing
C.029numeric2 unique values
0 missing
H.050numeric2 unique values
0 missing
P_VSA_e_1numeric12 unique values
0 missing
C.031numeric2 unique values
0 missing
H.051numeric2 unique values
0 missing
P_VSA_i_3numeric16 unique values
0 missing
C.040numeric2 unique values
0 missing
H.052numeric11 unique values
0 missing
P_VSA_LogP_7numeric12 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
H.053numeric2 unique values
0 missing
P_VSA_m_1numeric12 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
HDcpxnumeric18 unique values
0 missing
P_VSA_p_1numeric14 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
HNarnumeric19 unique values
0 missing
P_VSA_s_2numeric13 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
HVcpxnumeric25 unique values
0 missing
P_VSA_v_1numeric12 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Hynumeric17 unique values
0 missing
ATSC3enumeric26 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
GATS8pnumeric28 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
GATS8vnumeric28 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
IACnumeric22 unique values
0 missing
MATS8mnumeric27 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
IC0numeric18 unique values
0 missing
MATS8vnumeric29 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
IC1numeric24 unique values
0 missing
P_VSA_MR_5numeric24 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
IC2numeric27 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
IC3numeric24 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
IC4numeric24 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
IC5numeric24 unique values
0 missing
GATS1vnumeric23 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
IDDEnumeric19 unique values
0 missing
Mvnumeric21 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
IDDMnumeric21 unique values
0 missing
SM12_AEA.ri.numeric13 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
IDEnumeric26 unique values
0 missing
P_VSA_p_3numeric25 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
IDETnumeric26 unique values
0 missing
P_VSA_v_3numeric25 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
IDMnumeric25 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
IDMTnumeric26 unique values
0 missing
nCsp3numeric10 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SpMin1_Bh.p.numeric18 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
Infective.80numeric2 unique values
0 missing
P_VSA_e_2numeric25 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
P_VSA_i_2numeric25 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
IVDEnumeric21 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
IVDMnumeric20 unique values
0 missing
H.numeric17 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
JGI1numeric20 unique values
0 missing
MATS8inumeric28 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
JGI10numeric8 unique values
0 missing
MATS8pnumeric28 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
JGI2numeric14 unique values
0 missing
X0Avnumeric24 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
JGI3numeric14 unique values
0 missing
SpMin1_Bh.i.numeric18 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
JGI4numeric16 unique values
0 missing
SpMin2_Bh.m.numeric13 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
JGI5numeric9 unique values
0 missing
C.006numeric7 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
JGI6numeric11 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
JGI7numeric6 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
JGI8numeric9 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
JGI9numeric7 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
JGTnumeric20 unique values
0 missing
Eig03_AEA.bo.numeric18 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
LLS_01numeric2 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
LLS_02numeric2 unique values
0 missing
Eig08_EA.bo.numeric20 unique values
0 missing
CATS2D_09_LLnumeric14 unique values
0 missing
LOCnumeric23 unique values
0 missing
Eig09_AEA.bo.numeric23 unique values
0 missing
CENTnumeric26 unique values
0 missing
LPRSnumeric26 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
Chi0_AEA.bo.numeric22 unique values
0 missing
MATS1enumeric21 unique values
0 missing
Eig09_AEA.ri.numeric21 unique values
0 missing
Chi0_AEA.dm.numeric22 unique values
0 missing
MATS1inumeric24 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
Chi0_AEA.ed.numeric22 unique values
0 missing
MATS1mnumeric19 unique values
0 missing
Eig09_EA.bo.numeric22 unique values
0 missing
Chi0_AEA.ri.numeric22 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
Chi0_EAnumeric22 unique values
0 missing
MATS1snumeric21 unique values
0 missing
Eig09_EA.ri.numeric21 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
GGI4numeric20 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
MATS2enumeric26 unique values
0 missing
MPC09numeric24 unique values
0 missing
Chi0_EA.ed.numeric26 unique values
0 missing
MATS2inumeric27 unique values
0 missing
MWC10numeric25 unique values
0 missing
Chi0_EA.ri.numeric28 unique values
0 missing
MATS2mnumeric26 unique values
0 missing
SM03_AEA.bo.numeric21 unique values
0 missing
Chi1_AEA.bo.numeric26 unique values
0 missing
MATS2snumeric28 unique values
0 missing
SM03_AEA.dm.numeric18 unique values
0 missing
Chi1_AEA.dm.numeric26 unique values
0 missing
MATS2vnumeric25 unique values
0 missing
SM03_EA.bo.numeric12 unique values
0 missing
Chi1_AEA.ed.numeric26 unique values
0 missing
MATS3enumeric24 unique values
0 missing
SM04_AEA.bo.numeric23 unique values
0 missing
Chi1_AEA.ri.numeric26 unique values
0 missing
MATS3snumeric26 unique values
0 missing
SM04_AEA.ri.numeric21 unique values
0 missing
Chi1_EAnumeric26 unique values
0 missing
MATS4enumeric27 unique values
0 missing
SM06_EA.ed.numeric26 unique values
0 missing
Chi1_EA.bo.numeric26 unique values
0 missing
MATS4inumeric28 unique values
0 missing
SM06_EA.ri.numeric29 unique values
0 missing
Chi1_EA.ed.numeric26 unique values
0 missing
MATS4mnumeric26 unique values
0 missing
SM07_EA.bo.numeric26 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
MATS4pnumeric28 unique values
0 missing
SM07_EA.ed.numeric26 unique values
0 missing
CIC0numeric22 unique values
0 missing
MATS4snumeric22 unique values
0 missing
SM07_EA.ri.numeric27 unique values
0 missing
CIC1numeric24 unique values
0 missing
MATS4vnumeric28 unique values
0 missing
SM08_AEA.bo.numeric26 unique values
0 missing
CIC2numeric27 unique values
0 missing
MATS5enumeric27 unique values
0 missing
SM08_EA.ed.numeric25 unique values
0 missing
CIC3numeric24 unique values
0 missing
MATS5inumeric27 unique values
0 missing
SM08_EA.ri.numeric27 unique values
0 missing
CIC4numeric24 unique values
0 missing
MATS5mnumeric27 unique values
0 missing
SM09_AEA.bo.numeric11 unique values
0 missing
CIC5numeric25 unique values
0 missing
MATS5snumeric20 unique values
0 missing
SM09_EAnumeric26 unique values
0 missing
CIDnumeric24 unique values
0 missing
MATS5vnumeric28 unique values
0 missing
SM09_EA.ed.numeric23 unique values
0 missing
Cl.089numeric2 unique values
0 missing
MATS6enumeric26 unique values
0 missing
SM09_EA.ri.numeric29 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MATS6inumeric28 unique values
0 missing
SM10_AEA.dm.numeric8 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS6mnumeric26 unique values
0 missing
SM10_EAnumeric24 unique values
0 missing
CSInumeric26 unique values
0 missing
MATS6pnumeric29 unique values
0 missing
SM10_EA.ed.numeric22 unique values
0 missing
DBInumeric13 unique values
0 missing
MATS6snumeric24 unique values
0 missing
SM10_EA.ri.numeric29 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
MATS6vnumeric26 unique values
0 missing
SM11_EAnumeric26 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
MATS7enumeric25 unique values
0 missing
SM11_EA.ed.numeric20 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
MATS7inumeric29 unique values
0 missing
SM11_EA.ri.numeric27 unique values
0 missing
D.Dtr06numeric26 unique values
0 missing
MATS7mnumeric25 unique values
0 missing
SM12_EAnumeric26 unique values
0 missing
D.Dtr09numeric11 unique values
0 missing
MATS7pnumeric29 unique values
0 missing
SM12_EA.ed.numeric19 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
MATS7snumeric27 unique values
0 missing
SM12_EA.ri.numeric28 unique values
0 missing
DECCnumeric23 unique values
0 missing
MATS7vnumeric27 unique values
0 missing
SM13_EAnumeric26 unique values
0 missing
DELSnumeric29 unique values
0 missing
MATS8enumeric27 unique values
0 missing
SM13_EA.ed.numeric15 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS8snumeric27 unique values
0 missing
SM14_AEA.ed.numeric23 unique values
0 missing
DLS_02numeric2 unique values
0 missing
MAXDPnumeric28 unique values
0 missing
SM14_EAnumeric25 unique values
0 missing
DLS_04numeric2 unique values
0 missing
MCDnumeric15 unique values
0 missing
SM14_EA.ed.numeric18 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MDDDnumeric26 unique values
0 missing
SM15_AEA.ed.numeric22 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
Menumeric13 unique values
0 missing
SM15_EAnumeric25 unique values
0 missing
Dznumeric17 unique values
0 missing
MLOGPnumeric20 unique values
0 missing
SM15_EA.ed.numeric15 unique values
0 missing
ECCnumeric25 unique values
0 missing
MLOGP2numeric20 unique values
0 missing
SpDiam_AEA.bo.numeric10 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
MPC01numeric12 unique values
0 missing
SpDiam_AEA.dm.numeric13 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
MPC02numeric14 unique values
0 missing
SpDiam_EAnumeric11 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
MPC03numeric18 unique values
0 missing
SpDiam_EA.ed.numeric14 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MPC04numeric18 unique values
0 missing
SpMAD_EAnumeric22 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
MPC10numeric25 unique values
0 missing
SpMAD_EA.ed.numeric24 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
MSDnumeric26 unique values
0 missing
SpMAD_EA.ri.numeric25 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
MWnumeric23 unique values
0 missing
SpMax1_Bh.e.numeric19 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
MWC01numeric12 unique values
0 missing
SpMax_AEA.bo.numeric10 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
MWC02numeric19 unique values
0 missing
SpMax_AEA.dm.numeric13 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
MWC03numeric21 unique values
0 missing
SpMax_EAnumeric11 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MWC04numeric25 unique values
0 missing
SpMax_EA.ed.numeric8 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
MWC05numeric26 unique values
0 missing
TWCnumeric26 unique values
0 missing
Eig02_EA.ri.numeric14 unique values
0 missing
MWC06numeric26 unique values
0 missing
X5Anumeric10 unique values
0 missing
Eig03_AEA.dm.numeric20 unique values
0 missing
N.numeric16 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
Eig03_AEA.ed.numeric19 unique values
0 missing
N.067numeric2 unique values
0 missing
SdssCnumeric25 unique values
0 missing
Eig03_AEA.ri.numeric20 unique values
0 missing
N.068numeric3 unique values
0 missing
GATS2vnumeric25 unique values
0 missing
Eig03_EAnumeric18 unique values
0 missing
N.070numeric2 unique values
0 missing
ICRnumeric25 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
N.071numeric2 unique values
0 missing
MATS3mnumeric27 unique values
0 missing
Eig03_EA.ed.numeric21 unique values
0 missing
N.072numeric2 unique values
0 missing
ON1Vnumeric27 unique values
0 missing
Eig03_EA.ri.numeric19 unique values
0 missing
N.073numeric2 unique values
0 missing
PHInumeric25 unique values
0 missing
Eig04_AEA.bo.numeric21 unique values
0 missing
N.075numeric2 unique values
0 missing
SpMax5_Bh.e.numeric24 unique values
0 missing
Eig04_AEA.dm.numeric22 unique values
0 missing
NaaNnumeric2 unique values
0 missing
SpMax5_Bh.i.numeric22 unique values
0 missing
Eig04_AEA.ed.numeric25 unique values
0 missing
NaasCnumeric4 unique values
0 missing
SpMin5_Bh.m.numeric19 unique values
0 missing
Eig04_AEA.ri.numeric26 unique values
0 missing
NaasNnumeric2 unique values
0 missing
SpMin5_Bh.p.numeric25 unique values
0 missing
Eig04_EAnumeric23 unique values
0 missing
nABnumeric3 unique values
0 missing
SpMin5_Bh.s.numeric15 unique values
0 missing
Eig04_EA.bo.numeric20 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
SpMin5_Bh.v.numeric20 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
MPC05numeric23 unique values
0 missing
Eig04_EA.ed.numeric26 unique values
0 missing
nArNR2numeric2 unique values
0 missing
MPC07numeric22 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
nArORnumeric2 unique values
0 missing
MPC08numeric23 unique values
0 missing
Eig05_AEA.bo.numeric21 unique values
0 missing
nArXnumeric2 unique values
0 missing
MWC07numeric25 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
nBOnumeric12 unique values
0 missing
MWC08numeric26 unique values
0 missing
Eig05_AEA.ed.numeric25 unique values
0 missing
nBTnumeric17 unique values
0 missing
MWC09numeric24 unique values
0 missing
Eig05_AEA.ri.numeric27 unique values
0 missing
nCnumeric10 unique values
0 missing
SM05_AEA.bo.numeric25 unique values
0 missing
Eig05_EAnumeric23 unique values
0 missing
nCconjnumeric2 unique values
0 missing
SpAD_EA.bo.numeric26 unique values
0 missing
Eig05_EA.bo.numeric14 unique values
0 missing
nCICnumeric4 unique values
0 missing
P_VSA_m_2numeric25 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
nCIRnumeric5 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig05_EA.ed.numeric26 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
Eig05_EA.ri.numeric26 unique values
0 missing
nCpnumeric5 unique values
0 missing
ISIZnumeric16 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
nCrsnumeric8 unique values
0 missing
nATnumeric16 unique values
0 missing
Eig06_AEA.dm.numeric20 unique values
0 missing
nCrtnumeric2 unique values
0 missing
ON0Vnumeric21 unique values
0 missing
Eig06_AEA.ed.numeric21 unique values
0 missing
nCsnumeric11 unique values
0 missing
SAtotnumeric25 unique values
0 missing
Eig06_AEA.ri.numeric27 unique values
0 missing
nCtnumeric2 unique values
0 missing
Senumeric23 unique values
0 missing
Eig06_EAnumeric26 unique values
0 missing
nDBnumeric2 unique values
0 missing
Sinumeric23 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
NdOnumeric2 unique values
0 missing
TIC4numeric25 unique values
0 missing
Eig06_EA.ed.numeric24 unique values
0 missing
NdssCnumeric2 unique values
0 missing
TIC5numeric25 unique values
0 missing
Eig06_EA.ri.numeric23 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
AMWnumeric23 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
MPC06numeric21 unique values
0 missing
Eig07_AEA.ed.numeric18 unique values
0 missing
nFnumeric3 unique values
0 missing
ZM2MulPernumeric28 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
nHAccnumeric5 unique values
0 missing
ZM2Pernumeric28 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ZM2Vnumeric26 unique values
0 missing
Eig07_EA.ed.numeric19 unique values
0 missing
nHetnumeric4 unique values
0 missing
SM06_AEA.bo.numeric24 unique values
0 missing
Eig07_EA.ri.numeric18 unique values
0 missing
nHMnumeric2 unique values
0 missing
SM07_AEA.bo.numeric26 unique values
0 missing
Eig08_AEA.dm.numeric17 unique values
0 missing
nNnumeric3 unique values
0 missing
ZM2Kupnumeric28 unique values
0 missing
Eig08_AEA.ed.numeric22 unique values
0 missing
nN.numeric2 unique values
0 missing
piIDnumeric26 unique values
0 missing
Eig08_AEA.ri.numeric26 unique values
0 missing
NNRSnumeric3 unique values
0 missing
Eta_FLnumeric24 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
nOnumeric4 unique values
0 missing
SpMax5_Bh.p.numeric20 unique values
0 missing
Eig08_EA.ed.numeric24 unique values
0 missing
nPyrimidinesnumeric2 unique values
0 missing
SpMax5_Bh.v.numeric23 unique values
0 missing
Eig08_EA.ri.numeric24 unique values
0 missing
nR03numeric2 unique values
0 missing
SpMin5_Bh.e.numeric21 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
nR04numeric2 unique values
0 missing
SpMin5_Bh.i.numeric20 unique values
0 missing
Eig10_AEA.dm.numeric19 unique values
0 missing
nR05numeric2 unique values
0 missing
AACnumeric18 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
nR06numeric3 unique values
0 missing
AECCnumeric25 unique values
0 missing
Eig10_AEA.ri.numeric19 unique values
0 missing
nR09numeric2 unique values
0 missing
ALOGPnumeric27 unique values
0 missing
Eig10_EAnumeric14 unique values
0 missing
nR10numeric2 unique values
0 missing
ALOGP2numeric27 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
AMRnumeric27 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
nRNR2numeric3 unique values
0 missing
ATS1enumeric23 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
nRORnumeric2 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
NRSnumeric3 unique values
0 missing
ATS1pnumeric23 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
NsCH3numeric4 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
NsClnumeric2 unique values
0 missing
ATS1vnumeric23 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
NsFnumeric3 unique values
0 missing
ATS2enumeric24 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
nSKnumeric11 unique values
0 missing
ATS2mnumeric26 unique values
0 missing
Eig11_EA.ed.numeric13 unique values
0 missing
NssCH2numeric11 unique values
0 missing
ATS2pnumeric26 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
NssNHnumeric2 unique values
0 missing
ATS2snumeric25 unique values
0 missing
Eig12_AEA.bo.numeric18 unique values
0 missing
NssOnumeric3 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
ATS3inumeric27 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
NsssNnumeric3 unique values
0 missing
ATS3mnumeric27 unique values
0 missing
Eig12_AEA.ri.numeric20 unique values
0 missing
NssssCnumeric3 unique values
0 missing
ATS3pnumeric27 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
nXnumeric3 unique values
0 missing
ATS3snumeric26 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
O.numeric13 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
O.058numeric2 unique values
0 missing
ATS4enumeric28 unique values
0 missing
Eig12_EA.ri.numeric21 unique values
0 missing
O.059numeric2 unique values
0 missing
ATS4inumeric27 unique values
0 missing
Eig13_AEA.bo.numeric20 unique values
0 missing
O.060numeric2 unique values
0 missing
ATS4mnumeric29 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
ON0numeric19 unique values
0 missing
ATS4pnumeric27 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
ON1numeric21 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig13_AEA.ri.numeric23 unique values
0 missing
PCDnumeric26 unique values
0 missing
ATS4vnumeric28 unique values
0 missing
Eig13_EAnumeric24 unique values
0 missing
PCRnumeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
29
Number of instances (rows) of the dataset.
NumberOfFeatures
780
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
779
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
26.9
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.35
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
-0.17
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.63
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
22.43
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
-0.32
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.15
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.22
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
29
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.14
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
18995.9
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
7.57
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.17
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.39
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.39
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
0.44
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
6652.46
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.12
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.76
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
0.83
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
5.51
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
77.77
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.16
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.1
Average class difference between consecutive instances.
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795171
0 runs - estimation_procedure: 50 times Clustering
Define a new task