Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495

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: CHEMBL1926495 (TID: 104390), and it has 14 rows and 516 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.

518 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATSC1enumeric7 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
ISIZnumeric7 unique values
0 missing
ATSC1snumeric8 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
IVDEnumeric7 unique values
0 missing
GATS3vnumeric8 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
IVDMnumeric7 unique values
0 missing
LOCnumeric7 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
JGI1numeric6 unique values
0 missing
Mpnumeric7 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
PDInumeric8 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
SpMAD_AEA.bo.numeric7 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
SpMin1_Bh.p.numeric7 unique values
0 missing
CATS2D_04_LLnumeric2 unique values
0 missing
MATS3snumeric8 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
MATS6pnumeric7 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
MAXDPnumeric8 unique values
0 missing
CATS2D_05_ALnumeric2 unique values
0 missing
AACnumeric8 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
AMWnumeric8 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
Eta_epsi_Anumeric8 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
IC0numeric8 unique values
0 missing
CATS2D_05_LLnumeric2 unique values
0 missing
Menumeric7 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
O.numeric7 unique values
0 missing
CATS2D_06_ALnumeric2 unique values
0 missing
GATS6vnumeric8 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
ATSC8snumeric8 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
JGI2numeric7 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
MATS3inumeric8 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
MATS3pnumeric8 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
MATS5pnumeric8 unique values
0 missing
CATS2D_07_ALnumeric2 unique values
0 missing
ATSC8enumeric8 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS1snumeric8 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS3enumeric8 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
SpMAD_AEA.ri.numeric8 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
ATS2mnumeric8 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
ATS7mnumeric8 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
ATS8mnumeric8 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
ATSC2snumeric8 unique values
0 missing
CENTnumeric7 unique values
0 missing
BACnumeric5 unique values
0 missing
Chi0_AEA.bo.numeric7 unique values
0 missing
Chi1_EA.ri.numeric8 unique values
0 missing
Chi0_AEA.dm.numeric7 unique values
0 missing
D.Dtr06numeric7 unique values
0 missing
Chi0_AEA.ed.numeric7 unique values
0 missing
Eig07_AEA.dm.numeric7 unique values
0 missing
Chi0_AEA.ri.numeric7 unique values
0 missing
Eig08_AEA.dm.numeric6 unique values
0 missing
Chi0_EAnumeric7 unique values
0 missing
Eig08_EA.ri.numeric6 unique values
0 missing
Chi0_EA.bo.numeric7 unique values
0 missing
GATS6inumeric8 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
GATS6mnumeric8 unique values
0 missing
Chi0_EA.ed.numeric7 unique values
0 missing
GATS6pnumeric6 unique values
0 missing
Chi0_EA.ri.numeric8 unique values
0 missing
GATS7inumeric8 unique values
0 missing
Chi1_AEA.bo.numeric7 unique values
0 missing
GMTIVnumeric8 unique values
0 missing
Chi1_AEA.dm.numeric7 unique values
0 missing
IC2numeric8 unique values
0 missing
Chi1_AEA.ed.numeric7 unique values
0 missing
MATS6inumeric8 unique values
0 missing
Chi1_AEA.ri.numeric7 unique values
0 missing
MATS6vnumeric8 unique values
0 missing
Chi1_EAnumeric7 unique values
0 missing
PHInumeric8 unique values
0 missing
Chi1_EA.bo.numeric7 unique values
0 missing
P_VSA_i_3numeric7 unique values
0 missing
Chi1_EA.dm.numeric8 unique values
0 missing
S2Knumeric8 unique values
0 missing
Chi1_EA.ed.numeric7 unique values
0 missing
SAtotnumeric8 unique values
0 missing
CIC0numeric8 unique values
0 missing
SpAD_AEA.ri.numeric8 unique values
0 missing
CIC1numeric8 unique values
0 missing
SpMaxA_AEA.ri.numeric8 unique values
0 missing
CIC2numeric8 unique values
0 missing
SpMaxA_EA.ri.numeric8 unique values
0 missing
CIC3numeric8 unique values
0 missing
SpMin2_Bh.p.numeric7 unique values
0 missing
CIC4numeric8 unique values
0 missing
Uindexnumeric7 unique values
0 missing
CIC5numeric8 unique values
0 missing
X3solnumeric8 unique values
0 missing
CIDnumeric7 unique values
0 missing
X3vnumeric8 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ZM1Kupnumeric8 unique values
0 missing
CSInumeric7 unique values
0 missing
ZM1Madnumeric8 unique values
0 missing
DBInumeric6 unique values
0 missing
ZM1MulPernumeric8 unique values
0 missing
D.Dtr05numeric3 unique values
0 missing
ZM1Pernumeric8 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
ZM1Vnumeric8 unique values
0 missing
DECCnumeric7 unique values
0 missing
ZM2Madnumeric8 unique values
0 missing
DLS_02numeric2 unique values
0 missing
ZM2MulPernumeric8 unique values
0 missing
DLS_03numeric2 unique values
0 missing
ATSC2enumeric8 unique values
0 missing
DLS_04numeric3 unique values
0 missing
Eig04_AEA.dm.numeric6 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Eig14_AEA.ri.numeric5 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
GATS1mnumeric8 unique values
0 missing
Dznumeric8 unique values
0 missing
H.numeric8 unique values
0 missing
ECCnumeric7 unique values
0 missing
Mvnumeric8 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
SpMin1_Bh.e.numeric8 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
SpMin1_Bh.m.numeric7 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
SpMin1_Bh.v.numeric7 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
ATS3snumeric8 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
ATS8snumeric8 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
ATSC4enumeric8 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
ATSC7snumeric8 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
Eig02_AEA.bo.numeric7 unique values
0 missing
Eig02_AEA.dm.numeric8 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
Eig02_AEA.ed.numeric7 unique values
0 missing
Eig02_EA.ri.numeric8 unique values
0 missing
Eig02_AEA.ri.numeric8 unique values
0 missing
Eig03_AEA.ed.numeric7 unique values
0 missing
Eig02_EAnumeric7 unique values
0 missing
Eig03_AEA.ri.numeric8 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
Eig03_EAnumeric7 unique values
0 missing
Eig02_EA.ed.numeric7 unique values
0 missing
Eig03_EA.ed.numeric7 unique values
0 missing
Eig03_AEA.bo.numeric7 unique values
0 missing
Eig03_EA.ri.numeric8 unique values
0 missing
Eig03_AEA.dm.numeric8 unique values
0 missing
Eig07_AEA.ed.numeric7 unique values
0 missing
Eig03_EA.bo.numeric7 unique values
0 missing
Eig11_AEA.ed.numeric7 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
GATS4enumeric8 unique values
0 missing
Eig04_AEA.bo.numeric5 unique values
0 missing
GGI2numeric6 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
MATS3enumeric8 unique values
0 missing
Eig04_AEA.ri.numeric5 unique values
0 missing
MATS4enumeric8 unique values
0 missing
Eig04_EAnumeric4 unique values
0 missing
MATS4inumeric8 unique values
0 missing
Eig04_EA.bo.numeric5 unique values
0 missing
MATS7inumeric7 unique values
0 missing
Eig04_EA.ed.numeric6 unique values
0 missing
MATS8vnumeric8 unique values
0 missing
Eig04_EA.ri.numeric5 unique values
0 missing
Psi_i_snumeric8 unique values
0 missing
Eig05_AEA.bo.numeric7 unique values
0 missing
SM11_AEA.bo.numeric7 unique values
0 missing
Eig05_AEA.ed.numeric7 unique values
0 missing
SM12_AEA.dm.numeric7 unique values
0 missing
Eig05_AEA.ri.numeric8 unique values
0 missing
SM12_AEA.ri.numeric7 unique values
0 missing
Eig05_EAnumeric7 unique values
0 missing
SpMAD_AEA.ed.numeric7 unique values
0 missing
Eig05_EA.bo.numeric7 unique values
0 missing
SpMax5_Bh.s.numeric8 unique values
0 missing
Eig05_EA.ed.numeric7 unique values
0 missing
X4Anumeric7 unique values
0 missing
Eig05_EA.ri.numeric8 unique values
0 missing
ATSC4snumeric8 unique values
0 missing
Eig06_AEA.bo.numeric7 unique values
0 missing
DELSnumeric8 unique values
0 missing
Eig06_AEA.dm.numeric7 unique values
0 missing
Eig11_AEA.bo.numeric7 unique values
0 missing
Eig06_AEA.ed.numeric7 unique values
0 missing
Eig11_AEA.dm.numeric7 unique values
0 missing
Eig06_AEA.ri.numeric8 unique values
0 missing
Eig11_AEA.ri.numeric7 unique values
0 missing
Eig06_EAnumeric7 unique values
0 missing
Eig11_EAnumeric6 unique values
0 missing
Eig06_EA.bo.numeric7 unique values
0 missing
Eig11_EA.bo.numeric6 unique values
0 missing
Eig06_EA.ed.numeric7 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
Eig06_EA.ri.numeric8 unique values
0 missing
Eig11_EA.ri.numeric7 unique values
0 missing
Eig07_AEA.bo.numeric6 unique values
0 missing
Eta_Bnumeric7 unique values
0 missing
Eig07_AEA.ri.numeric6 unique values
0 missing
Eta_sh_ynumeric8 unique values
0 missing
Eig07_EAnumeric5 unique values
0 missing
GATS2mnumeric8 unique values
0 missing
Eig07_EA.bo.numeric7 unique values
0 missing
GATS5inumeric8 unique values
0 missing
Eig07_EA.ed.numeric7 unique values
0 missing
GATS5pnumeric7 unique values
0 missing
Eig07_EA.ri.numeric7 unique values
0 missing
GGI4numeric5 unique values
0 missing
Eig08_AEA.bo.numeric6 unique values
0 missing
MATS5inumeric8 unique values
0 missing
Eig08_AEA.ed.numeric7 unique values
0 missing
MAXDNnumeric8 unique values
0 missing
Eig08_AEA.ri.numeric7 unique values
0 missing
P_VSA_e_5numeric4 unique values
0 missing
Eig08_EAnumeric4 unique values
0 missing
P_VSA_m_3numeric4 unique values
0 missing
Eig08_EA.bo.numeric5 unique values
0 missing
P_VSA_MR_2numeric4 unique values
0 missing
Eig08_EA.ed.numeric5 unique values
0 missing
PW2numeric7 unique values
0 missing
Eig09_AEA.bo.numeric7 unique values
0 missing
SaaCHnumeric8 unique values
0 missing
Eig09_AEA.dm.numeric8 unique values
0 missing
SM05_AEA.dm.numeric6 unique values
0 missing
Eig09_AEA.ed.numeric7 unique values
0 missing
SM06_AEA.ri.numeric7 unique values
0 missing
Eig09_AEA.ri.numeric8 unique values
0 missing
SpMAD_AEA.dm.numeric8 unique values
0 missing
Eig09_EAnumeric6 unique values
0 missing
SpMAD_EAnumeric7 unique values
0 missing
Eig09_EA.bo.numeric7 unique values
0 missing
SpMAD_EA.ed.numeric7 unique values
0 missing
Eig09_EA.ed.numeric7 unique values
0 missing
X1Anumeric7 unique values
0 missing
Eig09_EA.ri.numeric8 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
Eig10_AEA.bo.numeric5 unique values
0 missing
Eig05_AEA.dm.numeric8 unique values
0 missing
Eig10_AEA.dm.numeric7 unique values
0 missing
GATS1enumeric8 unique values
0 missing
Eig10_AEA.ed.numeric7 unique values
0 missing
GATS3mnumeric8 unique values
0 missing
Eig10_AEA.ri.numeric7 unique values
0 missing
IC5numeric8 unique values
0 missing
Eig10_EAnumeric5 unique values
0 missing
SpDiam_AEA.dm.numeric8 unique values
0 missing
Eig10_EA.bo.numeric7 unique values
0 missing
SpMax1_Bh.m.numeric8 unique values
0 missing
Eig10_EA.ed.numeric7 unique values
0 missing
SpMax2_Bh.m.numeric8 unique values
0 missing
Eig10_EA.ri.numeric7 unique values
0 missing
SpMax_AEA.dm.numeric8 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
X4solnumeric8 unique values
0 missing
Eig12_AEA.bo.numeric5 unique values
0 missing
ZM2Kupnumeric8 unique values
0 missing
Eig12_AEA.dm.numeric6 unique values
0 missing
ZM2Pernumeric8 unique values
0 missing
Eig12_AEA.ed.numeric5 unique values
0 missing
ZM2Vnumeric8 unique values
0 missing
Eig12_AEA.ri.numeric6 unique values
0 missing
AECCnumeric7 unique values
0 missing
Eig12_EAnumeric5 unique values
0 missing
ALOGPnumeric8 unique values
0 missing
Eig12_EA.bo.numeric5 unique values
0 missing
ALOGP2numeric8 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
AMRnumeric8 unique values
0 missing
Eig12_EA.ed.numeric5 unique values
0 missing
ARRnumeric5 unique values
0 missing
Eig12_EA.ri.numeric5 unique values
0 missing
ATS1enumeric8 unique values
0 missing
Eig13_AEA.bo.numeric3 unique values
0 missing
ATS1inumeric7 unique values
0 missing
Eig13_AEA.dm.numeric5 unique values
0 missing
ATS1mnumeric8 unique values
0 missing
Eig13_AEA.ed.numeric4 unique values
0 missing
ATS1pnumeric8 unique values
0 missing
Eig13_AEA.ri.numeric4 unique values
0 missing
ATS1snumeric8 unique values
0 missing
Eig13_EAnumeric4 unique values
0 missing
ATS1vnumeric8 unique values
0 missing
Eig13_EA.bo.numeric4 unique values
0 missing
ATS2enumeric8 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATS2inumeric8 unique values
0 missing
Eig13_EA.ed.numeric4 unique values
0 missing
ATS2pnumeric8 unique values
0 missing
Eig13_EA.ri.numeric5 unique values
0 missing
ATS2snumeric8 unique values
0 missing
Eig14_AEA.bo.numeric4 unique values
0 missing
ATS2vnumeric8 unique values
0 missing
Eig14_AEA.dm.numeric5 unique values
0 missing
ATS3enumeric8 unique values
0 missing
Eig14_AEA.ed.numeric4 unique values
0 missing
ATS3inumeric8 unique values
0 missing
Eig14_EAnumeric4 unique values
0 missing
ATS3mnumeric8 unique values
0 missing
Eig14_EA.bo.numeric4 unique values
0 missing
ATS3pnumeric8 unique values
0 missing
Eig14_EA.dm.numeric4 unique values
0 missing
ATS3vnumeric8 unique values
0 missing
Eig14_EA.ed.numeric4 unique values
0 missing
ATS4enumeric8 unique values
0 missing
Eig14_EA.ri.numeric5 unique values
0 missing
ATS4inumeric8 unique values
0 missing
Eig15_AEA.bo.numeric3 unique values
0 missing
ATS4mnumeric8 unique values
0 missing
Eig15_AEA.dm.numeric2 unique values
0 missing
ATS4pnumeric8 unique values
0 missing
Eig15_AEA.ed.numeric3 unique values
0 missing
ATS4snumeric8 unique values
0 missing
Eig15_AEA.ri.numeric3 unique values
0 missing
ATS4vnumeric8 unique values
0 missing
Eig15_EAnumeric2 unique values
0 missing
ATS5enumeric8 unique values
0 missing
Eig15_EA.bo.numeric2 unique values
0 missing
ATS5inumeric8 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
ATS5mnumeric8 unique values
0 missing
Eig15_EA.ed.numeric3 unique values
0 missing
ATS5pnumeric8 unique values
0 missing
Eig15_EA.ri.numeric2 unique values
0 missing
ATS5snumeric8 unique values
0 missing
Eta_alphanumeric8 unique values
0 missing
ATS5vnumeric8 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
ATS6enumeric8 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
ATS6inumeric8 unique values
0 missing
Eta_betanumeric7 unique values
0 missing
ATS6mnumeric8 unique values
0 missing
Eta_beta_Anumeric7 unique values
0 missing
ATS6pnumeric8 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
ATS6snumeric8 unique values
0 missing
Eta_betaP_Anumeric7 unique values
0 missing
ATS6vnumeric8 unique values
0 missing
Eta_betaSnumeric6 unique values
0 missing
ATS7enumeric8 unique values
0 missing
Eta_betaS_Anumeric6 unique values
0 missing
ATS7inumeric8 unique values
0 missing
Eta_Cnumeric8 unique values
0 missing
ATS7pnumeric8 unique values
0 missing
Eta_C_Anumeric8 unique values
0 missing
ATS7snumeric8 unique values
0 missing
Eta_epsinumeric8 unique values
0 missing
ATS7vnumeric8 unique values
0 missing
Eta_Fnumeric8 unique values
0 missing
ATS8enumeric8 unique values
0 missing
Eta_F_Anumeric8 unique values
0 missing
ATS8inumeric8 unique values
0 missing
Eta_FLnumeric8 unique values
0 missing
ATS8pnumeric8 unique values
0 missing
Eta_FL_Anumeric7 unique values
0 missing
ATS8vnumeric8 unique values
0 missing
Eta_Lnumeric8 unique values
0 missing
ATSC1inumeric8 unique values
0 missing
Eta_L_Anumeric8 unique values
0 missing
ATSC1mnumeric8 unique values
0 missing
Eta_sh_pnumeric8 unique values
0 missing
ATSC1pnumeric8 unique values
0 missing
GATS1inumeric8 unique values
0 missing
ATSC1vnumeric8 unique values
0 missing
GATS1pnumeric8 unique values
0 missing
ATSC2inumeric8 unique values
0 missing
GATS1vnumeric8 unique values
0 missing
ATSC2mnumeric8 unique values
0 missing
GATS2enumeric8 unique values
0 missing
ATSC2pnumeric8 unique values
0 missing
GATS2inumeric8 unique values
0 missing
ATSC2vnumeric8 unique values
0 missing
GATS2pnumeric8 unique values
0 missing
ATSC3enumeric8 unique values
0 missing
GATS2snumeric7 unique values
0 missing
ATSC3inumeric8 unique values
0 missing
GATS2vnumeric8 unique values
0 missing
ATSC3mnumeric8 unique values
0 missing
GATS3inumeric7 unique values
0 missing
ATSC3pnumeric8 unique values
0 missing
GATS3pnumeric8 unique values
0 missing
ATSC3snumeric8 unique values
0 missing
GATS3snumeric8 unique values
0 missing
ATSC3vnumeric8 unique values
0 missing
GATS4inumeric8 unique values
0 missing
ATSC4inumeric7 unique values
0 missing
GATS4mnumeric6 unique values
0 missing
ATSC4mnumeric8 unique values
0 missing
GATS4pnumeric8 unique values
0 missing
ATSC4pnumeric8 unique values
0 missing
GATS4snumeric8 unique values
0 missing
ATSC4vnumeric8 unique values
0 missing
GATS4vnumeric8 unique values
0 missing
ATSC5enumeric8 unique values
0 missing
GATS5enumeric8 unique values
0 missing
ATSC5inumeric7 unique values
0 missing
GATS5mnumeric8 unique values
0 missing
ATSC5mnumeric8 unique values
0 missing
GATS5snumeric8 unique values
0 missing
ATSC5pnumeric8 unique values
0 missing
GATS5vnumeric8 unique values
0 missing
ATSC5snumeric8 unique values
0 missing
GATS6enumeric8 unique values
0 missing
ATSC5vnumeric8 unique values
0 missing
GATS6snumeric8 unique values
0 missing
ATSC6enumeric8 unique values
0 missing
GATS7enumeric8 unique values
0 missing
ATSC6inumeric8 unique values
0 missing
GATS7mnumeric8 unique values
0 missing
ATSC6mnumeric8 unique values
0 missing
GATS7pnumeric8 unique values
0 missing
ATSC6pnumeric8 unique values
0 missing
GATS7snumeric8 unique values
0 missing
ATSC6snumeric8 unique values
0 missing
GATS7vnumeric8 unique values
0 missing
ATSC6vnumeric8 unique values
0 missing
GATS8enumeric8 unique values
0 missing
ATSC7enumeric8 unique values
0 missing
GATS8inumeric7 unique values
0 missing
ATSC7inumeric8 unique values
0 missing
GATS8mnumeric8 unique values
0 missing
ATSC7mnumeric8 unique values
0 missing
GATS8pnumeric8 unique values
0 missing
ATSC7pnumeric8 unique values
0 missing
GATS8snumeric8 unique values
0 missing
ATSC7vnumeric8 unique values
0 missing
GATS8vnumeric8 unique values
0 missing
ATSC8inumeric8 unique values
0 missing
GGI1numeric3 unique values
0 missing
ATSC8mnumeric8 unique values
0 missing
GGI3numeric5 unique values
0 missing
ATSC8pnumeric8 unique values
0 missing
GGI5numeric5 unique values
0 missing
ATSC8vnumeric8 unique values
0 missing
GGI6numeric6 unique values
0 missing
BBInumeric6 unique values
0 missing
GGI7numeric4 unique values
0 missing
BIC0numeric8 unique values
0 missing
GGI8numeric2 unique values
0 missing
BIC1numeric8 unique values
0 missing
GMTInumeric7 unique values
0 missing
BIC2numeric7 unique values
0 missing
GNarnumeric7 unique values
0 missing
BIC3numeric8 unique values
0 missing
H.046numeric2 unique values
0 missing
BIC4numeric8 unique values
0 missing
H.047numeric6 unique values
0 missing
BIC5numeric7 unique values
0 missing
H.048numeric2 unique values
0 missing
BIDnumeric7 unique values
0 missing
H.050numeric3 unique values
0 missing
BLInumeric8 unique values
0 missing
HDcpxnumeric7 unique values
0 missing
BLTA96numeric8 unique values
0 missing
HNarnumeric7 unique values
0 missing
BLTD48numeric7 unique values
0 missing
HVcpxnumeric7 unique values
0 missing
BLTF96numeric8 unique values
0 missing
Hynumeric8 unique values
0 missing
Br.094numeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
C.numeric7 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
C.001numeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
IACnumeric8 unique values
0 missing
C.007numeric2 unique values
0 missing
IC1numeric8 unique values
0 missing
C.024numeric4 unique values
0 missing
IC3numeric8 unique values
0 missing
C.025numeric2 unique values
0 missing
IC4numeric8 unique values
0 missing
C.026numeric4 unique values
0 missing
ICRnumeric7 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
IDDEnumeric7 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
IDDMnumeric7 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
IDEnumeric7 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
IDETnumeric7 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
IDMnumeric7 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
IDMTnumeric7 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
518
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
517
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
37
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1.18
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
0.19
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.28
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
6.37
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.02
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.41
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.68
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
2239.36
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
-0.46
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
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.79
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.74
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.74
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
0.54
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1088.18
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.68
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.93
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
0.29
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
-0.72
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
16.73
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.21
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.34
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.15
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-CHEMBL1926495
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495
0 runs - estimation_procedure: 50 times Clustering
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