Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL5798 (TID: 101561), and it has 25 rows and 688 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.

690 features

pXC50 (target)numeric24 unique values
0 missing
molecule_id (row identifier)nominal25 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
GATS4enumeric24 unique values
0 missing
ATSC4pnumeric25 unique values
0 missing
CATS2D_07_AAnumeric8 unique values
0 missing
GATS4inumeric24 unique values
0 missing
ATSC5pnumeric25 unique values
0 missing
CATS2D_07_ALnumeric12 unique values
0 missing
GATS4mnumeric24 unique values
0 missing
ATSC5vnumeric25 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
GATS4pnumeric25 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS4snumeric25 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
GATS4vnumeric25 unique values
0 missing
BIC0numeric22 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS5enumeric25 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS5inumeric24 unique values
0 missing
GATS1pnumeric24 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS5mnumeric23 unique values
0 missing
GATS7inumeric25 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
GATS7pnumeric25 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GATS5snumeric23 unique values
0 missing
H.047numeric13 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GATS5vnumeric25 unique values
0 missing
nRSRnumeric2 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS6enumeric25 unique values
0 missing
NssSnumeric2 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
GATS6inumeric25 unique values
0 missing
Psi_e_Anumeric24 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
GATS6mnumeric25 unique values
0 missing
Psi_i_Anumeric24 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
GATS6pnumeric25 unique values
0 missing
P_VSA_MR_8numeric5 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS6snumeric24 unique values
0 missing
SM04_EA.dm.numeric23 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS6vnumeric25 unique values
0 missing
SM06_EA.dm.numeric23 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS7enumeric24 unique values
0 missing
SM08_EA.dm.numeric21 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GATS7mnumeric25 unique values
0 missing
SM10_EA.dm.numeric21 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS7snumeric24 unique values
0 missing
SpMin4_Bh.m.numeric25 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
GATS7vnumeric23 unique values
0 missing
SpMin4_Bh.p.numeric25 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GATS8enumeric25 unique values
0 missing
SpMin4_Bh.s.numeric25 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
GATS8inumeric24 unique values
0 missing
SssSnumeric22 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS8mnumeric25 unique values
0 missing
Eta_C_Anumeric21 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
GATS8pnumeric23 unique values
0 missing
SpMin3_Bh.m.numeric22 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS8snumeric25 unique values
0 missing
SpMin3_Bh.s.numeric24 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GATS8vnumeric25 unique values
0 missing
Eig02_AEA.ed.numeric23 unique values
0 missing
CATS2D_09_ANnumeric4 unique values
0 missing
GGI1numeric11 unique values
0 missing
Eig02_EA.ed.numeric23 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
GGI10numeric19 unique values
0 missing
SM11_AEA.dm.numeric23 unique values
0 missing
CATS2D_09_DAnumeric7 unique values
0 missing
GGI2numeric17 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GGI3numeric22 unique values
0 missing
SM05_EA.ed.numeric25 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI4numeric25 unique values
0 missing
SM06_EA.ed.numeric24 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GGI5numeric25 unique values
0 missing
SM07_EA.ed.numeric25 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI6numeric25 unique values
0 missing
SM09_EAnumeric25 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
GGI7numeric23 unique values
0 missing
SM10_EAnumeric25 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GGI8numeric23 unique values
0 missing
SM11_EAnumeric25 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI9numeric22 unique values
0 missing
SM12_AEA.ed.numeric25 unique values
0 missing
CENTnumeric25 unique values
0 missing
GMTInumeric25 unique values
0 missing
SM12_EAnumeric25 unique values
0 missing
Chi0_AEA.bo.numeric25 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
SM13_AEA.ed.numeric25 unique values
0 missing
Chi0_AEA.dm.numeric25 unique values
0 missing
GNarnumeric23 unique values
0 missing
SM14_AEA.ed.numeric25 unique values
0 missing
Chi0_AEA.ed.numeric25 unique values
0 missing
H.numeric20 unique values
0 missing
SM15_AEA.ed.numeric25 unique values
0 missing
Chi0_AEA.ri.numeric25 unique values
0 missing
H.046numeric2 unique values
0 missing
SpMax2_Bh.e.numeric22 unique values
0 missing
Chi0_EAnumeric25 unique values
0 missing
H.048numeric3 unique values
0 missing
SpMin3_Bh.p.numeric25 unique values
0 missing
Chi0_EA.bo.numeric25 unique values
0 missing
H.049numeric3 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
Chi0_EA.dm.numeric25 unique values
0 missing
H.050numeric6 unique values
0 missing
ATSC4mnumeric25 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
H.051numeric5 unique values
0 missing
ATSC4vnumeric25 unique values
0 missing
Chi0_EA.ri.numeric25 unique values
0 missing
H.053numeric4 unique values
0 missing
ATS4inumeric25 unique values
0 missing
Chi1_AEA.bo.numeric25 unique values
0 missing
HDcpxnumeric24 unique values
0 missing
H.052numeric6 unique values
0 missing
Chi1_AEA.dm.numeric25 unique values
0 missing
HNarnumeric24 unique values
0 missing
nCsp3numeric8 unique values
0 missing
Chi1_AEA.ed.numeric25 unique values
0 missing
HVcpxnumeric25 unique values
0 missing
IVDEnumeric25 unique values
0 missing
Chi1_AEA.ri.numeric25 unique values
0 missing
Hynumeric24 unique values
0 missing
Eig02_AEA.ri.numeric24 unique values
0 missing
Chi1_EAnumeric25 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Eig02_EAnumeric23 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SM10_AEA.bo.numeric23 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
AACnumeric25 unique values
0 missing
Chi1_EA.ed.numeric25 unique values
0 missing
IACnumeric25 unique values
0 missing
AECCnumeric24 unique values
0 missing
Chi1_EA.ri.numeric25 unique values
0 missing
IC0numeric25 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
CIC0numeric24 unique values
0 missing
IC1numeric25 unique values
0 missing
ALOGP2numeric24 unique values
0 missing
CIC1numeric25 unique values
0 missing
IC2numeric25 unique values
0 missing
AMRnumeric25 unique values
0 missing
CIC2numeric25 unique values
0 missing
IC3numeric25 unique values
0 missing
AMWnumeric25 unique values
0 missing
CIC3numeric24 unique values
0 missing
IC4numeric25 unique values
0 missing
ARRnumeric20 unique values
0 missing
CIC4numeric25 unique values
0 missing
IC5numeric25 unique values
0 missing
ATS1enumeric25 unique values
0 missing
CIC5numeric25 unique values
0 missing
ICRnumeric25 unique values
0 missing
ATS1inumeric24 unique values
0 missing
CIDnumeric25 unique values
0 missing
IDDEnumeric25 unique values
0 missing
ATS1mnumeric25 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IDDMnumeric25 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDEnumeric25 unique values
0 missing
ATS1snumeric24 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDETnumeric25 unique values
0 missing
ATS1vnumeric25 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDMnumeric25 unique values
0 missing
ATS2enumeric25 unique values
0 missing
CSInumeric25 unique values
0 missing
IDMTnumeric25 unique values
0 missing
ATS2inumeric24 unique values
0 missing
DBInumeric20 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
D.Dtr04numeric25 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
D.Dtr05numeric25 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS2snumeric25 unique values
0 missing
D.Dtr06numeric18 unique values
0 missing
ISIZnumeric18 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
D.Dtr07numeric15 unique values
0 missing
IVDMnumeric25 unique values
0 missing
ATS3enumeric25 unique values
0 missing
D.Dtr08numeric12 unique values
0 missing
JGI1numeric22 unique values
0 missing
ATS3inumeric25 unique values
0 missing
DECCnumeric25 unique values
0 missing
JGI10numeric9 unique values
0 missing
ATS3mnumeric25 unique values
0 missing
DELSnumeric25 unique values
0 missing
JGI2numeric21 unique values
0 missing
ATS3pnumeric23 unique values
0 missing
DLS_01numeric4 unique values
0 missing
JGI3numeric20 unique values
0 missing
ATS3snumeric25 unique values
0 missing
DLS_02numeric4 unique values
0 missing
JGI4numeric18 unique values
0 missing
ATS3vnumeric25 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI5numeric14 unique values
0 missing
ATS4enumeric24 unique values
0 missing
DLS_04numeric6 unique values
0 missing
JGI6numeric13 unique values
0 missing
ATS4mnumeric25 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI7numeric6 unique values
0 missing
ATS4pnumeric25 unique values
0 missing
DLS_06numeric5 unique values
0 missing
JGI8numeric11 unique values
0 missing
ATS4snumeric25 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI9numeric8 unique values
0 missing
ATS4vnumeric25 unique values
0 missing
DLS_consnumeric16 unique values
0 missing
JGTnumeric24 unique values
0 missing
ATS5enumeric25 unique values
0 missing
Dznumeric23 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ATS5inumeric25 unique values
0 missing
ECCnumeric24 unique values
0 missing
LLS_02numeric4 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
Eig01_AEA.bo.numeric18 unique values
0 missing
LOCnumeric25 unique values
0 missing
ATS5pnumeric25 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
LPRSnumeric25 unique values
0 missing
ATS5snumeric24 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
MATS1enumeric23 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
MATS1inumeric24 unique values
0 missing
ATS6enumeric25 unique values
0 missing
Eig01_EAnumeric16 unique values
0 missing
MATS1mnumeric22 unique values
0 missing
ATS6inumeric25 unique values
0 missing
Eig01_EA.bo.numeric22 unique values
0 missing
MATS1pnumeric23 unique values
0 missing
ATS6mnumeric25 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
MATS1snumeric25 unique values
0 missing
ATS6pnumeric24 unique values
0 missing
Eig01_EA.ed.numeric14 unique values
0 missing
MATS1vnumeric22 unique values
0 missing
ATS6snumeric25 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
MATS2enumeric24 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
Eig02_AEA.bo.numeric24 unique values
0 missing
MATS2inumeric24 unique values
0 missing
ATS7enumeric25 unique values
0 missing
Eig02_AEA.dm.numeric20 unique values
0 missing
MATS2mnumeric24 unique values
0 missing
ATS7inumeric24 unique values
0 missing
Eig02_EA.bo.numeric25 unique values
0 missing
MATS2pnumeric24 unique values
0 missing
ATS7mnumeric25 unique values
0 missing
Eig02_EA.dm.numeric15 unique values
0 missing
MATS2snumeric24 unique values
0 missing
ATS7pnumeric24 unique values
0 missing
Eig02_EA.ri.numeric24 unique values
0 missing
MATS2vnumeric25 unique values
0 missing
ATS7snumeric25 unique values
0 missing
Eig03_AEA.bo.numeric25 unique values
0 missing
MATS3enumeric24 unique values
0 missing
ATS7vnumeric25 unique values
0 missing
Eig03_AEA.dm.numeric22 unique values
0 missing
MATS3inumeric25 unique values
0 missing
ATS8enumeric24 unique values
0 missing
Eig03_AEA.ed.numeric25 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
ATS8inumeric25 unique values
0 missing
Eig03_AEA.ri.numeric24 unique values
0 missing
MATS3pnumeric23 unique values
0 missing
ATS8mnumeric25 unique values
0 missing
Eig03_EAnumeric24 unique values
0 missing
MATS3snumeric22 unique values
0 missing
ATS8pnumeric25 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
MATS3vnumeric25 unique values
0 missing
ATS8snumeric25 unique values
0 missing
Eig03_EA.dm.numeric19 unique values
0 missing
MATS4enumeric25 unique values
0 missing
ATS8vnumeric25 unique values
0 missing
Eig03_EA.ed.numeric25 unique values
0 missing
MATS4inumeric24 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
Eig03_EA.ri.numeric24 unique values
0 missing
MATS4mnumeric25 unique values
0 missing
ATSC1inumeric25 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
MATS4pnumeric25 unique values
0 missing
ATSC1mnumeric25 unique values
0 missing
Eig04_AEA.dm.numeric23 unique values
0 missing
MATS4snumeric24 unique values
0 missing
ATSC1pnumeric25 unique values
0 missing
Eig04_AEA.ed.numeric25 unique values
0 missing
MATS4vnumeric24 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
Eig04_AEA.ri.numeric25 unique values
0 missing
MATS5enumeric25 unique values
0 missing
ATSC1vnumeric25 unique values
0 missing
Eig04_EAnumeric23 unique values
0 missing
MATS5inumeric22 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
MATS5mnumeric23 unique values
0 missing
ATSC2inumeric24 unique values
0 missing
Eig04_EA.dm.numeric15 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig04_EA.ed.numeric25 unique values
0 missing
MATS5snumeric25 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
Eig04_EA.ri.numeric25 unique values
0 missing
MATS5vnumeric25 unique values
0 missing
ATSC2snumeric25 unique values
0 missing
Eig05_AEA.bo.numeric24 unique values
0 missing
MATS6enumeric25 unique values
0 missing
ATSC2vnumeric24 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
MATS6inumeric25 unique values
0 missing
ATSC3enumeric24 unique values
0 missing
Eig05_AEA.ed.numeric25 unique values
0 missing
MATS6mnumeric24 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
MATS6pnumeric25 unique values
0 missing
ATSC3mnumeric25 unique values
0 missing
Eig05_EAnumeric25 unique values
0 missing
MATS6snumeric24 unique values
0 missing
ATSC3pnumeric25 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
MATS6vnumeric25 unique values
0 missing
ATSC3snumeric25 unique values
0 missing
Eig05_EA.dm.numeric17 unique values
0 missing
MATS7enumeric24 unique values
0 missing
ATSC3vnumeric25 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
MATS7inumeric24 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
Eig05_EA.ri.numeric24 unique values
0 missing
MATS7mnumeric24 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
MATS7pnumeric23 unique values
0 missing
ATSC4snumeric25 unique values
0 missing
Eig06_AEA.dm.numeric23 unique values
0 missing
MATS7snumeric25 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
Eig06_AEA.ed.numeric25 unique values
0 missing
MATS7vnumeric24 unique values
0 missing
ATSC5inumeric25 unique values
0 missing
Eig06_AEA.ri.numeric24 unique values
0 missing
MATS8enumeric24 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
Eig06_EAnumeric22 unique values
0 missing
MATS8inumeric23 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
Eig06_EA.bo.numeric20 unique values
0 missing
MATS8mnumeric24 unique values
0 missing
ATSC6enumeric25 unique values
0 missing
Eig06_EA.dm.numeric19 unique values
0 missing
MATS8pnumeric22 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
Eig06_EA.ed.numeric24 unique values
0 missing
MATS8snumeric24 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
Eig06_EA.ri.numeric24 unique values
0 missing
MATS8vnumeric24 unique values
0 missing
ATSC6snumeric25 unique values
0 missing
Eig07_AEA.bo.numeric23 unique values
0 missing
MAXDNnumeric23 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Eig07_AEA.dm.numeric22 unique values
0 missing
MAXDPnumeric25 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
Eig07_AEA.ed.numeric24 unique values
0 missing
MCDnumeric21 unique values
0 missing
ATSC7mnumeric25 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
MDDDnumeric25 unique values
0 missing
ATSC7pnumeric25 unique values
0 missing
Eig07_EAnumeric25 unique values
0 missing
Menumeric21 unique values
0 missing
ATSC7snumeric25 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
Minumeric17 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
Eig07_EA.dm.numeric18 unique values
0 missing
MLOGPnumeric25 unique values
0 missing
ATSC8enumeric25 unique values
0 missing
Eig07_EA.ed.numeric25 unique values
0 missing
MLOGP2numeric24 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
Mpnumeric20 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
Eig08_AEA.bo.numeric24 unique values
0 missing
MPC01numeric17 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
Eig08_AEA.dm.numeric24 unique values
0 missing
MPC02numeric18 unique values
0 missing
ATSC8snumeric25 unique values
0 missing
Eig08_AEA.ed.numeric25 unique values
0 missing
MPC03numeric17 unique values
0 missing
ATSC8vnumeric25 unique values
0 missing
Eig08_AEA.ri.numeric23 unique values
0 missing
MPC04numeric21 unique values
0 missing
BACnumeric21 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
MPC05numeric22 unique values
0 missing
BBInumeric18 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
MPC06numeric24 unique values
0 missing
BIC1numeric25 unique values
0 missing
Eig08_EA.dm.numeric15 unique values
0 missing
MPC07numeric23 unique values
0 missing
BIC2numeric23 unique values
0 missing
Eig08_EA.ed.numeric25 unique values
0 missing
MPC08numeric22 unique values
0 missing
BIC3numeric21 unique values
0 missing
Eig08_EA.ri.numeric25 unique values
0 missing
MPC09numeric24 unique values
0 missing
BIC4numeric22 unique values
0 missing
Eig09_AEA.bo.numeric24 unique values
0 missing
MPC10numeric25 unique values
0 missing
BIC5numeric22 unique values
0 missing
Eig09_AEA.dm.numeric23 unique values
0 missing
MSDnumeric25 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig09_AEA.ed.numeric23 unique values
0 missing
Mvnumeric22 unique values
0 missing
BLInumeric23 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
MWnumeric25 unique values
0 missing
BLTA96numeric25 unique values
0 missing
Eig09_EAnumeric23 unique values
0 missing
MWC01numeric17 unique values
0 missing
BLTD48numeric25 unique values
0 missing
Eig09_EA.bo.numeric25 unique values
0 missing
MWC02numeric20 unique values
0 missing
BLTF96numeric25 unique values
0 missing
Eig09_EA.dm.numeric13 unique values
0 missing
MWC03numeric21 unique values
0 missing
C.numeric23 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
MWC04numeric23 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
MWC05numeric24 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig10_AEA.bo.numeric25 unique values
0 missing
MWC06numeric25 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
MWC07numeric25 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig10_AEA.ed.numeric25 unique values
0 missing
MWC08numeric24 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig10_AEA.ri.numeric25 unique values
0 missing
MWC09numeric24 unique values
0 missing
C.008numeric5 unique values
0 missing
Eig10_EAnumeric24 unique values
0 missing
MWC10numeric25 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig10_EA.bo.numeric24 unique values
0 missing
N.numeric24 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_EA.dm.numeric10 unique values
0 missing
N.066numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig10_EA.ed.numeric25 unique values
0 missing
N.067numeric3 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig10_EA.ri.numeric24 unique values
0 missing
N.069numeric2 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_AEA.bo.numeric24 unique values
0 missing
N.072numeric4 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig11_AEA.dm.numeric23 unique values
0 missing
N.073numeric2 unique values
0 missing
C.024numeric5 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
N.074numeric2 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig11_AEA.ri.numeric25 unique values
0 missing
N.075numeric4 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig11_EAnumeric25 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig11_EA.bo.numeric24 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig11_EA.dm.numeric7 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig11_EA.ri.numeric25 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig12_AEA.dm.numeric25 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig12_AEA.ri.numeric25 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig12_EAnumeric24 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig12_EA.bo.numeric24 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig12_EA.ed.numeric22 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig12_EA.ri.numeric24 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig13_AEA.bo.numeric24 unique values
0 missing
CATS2D_01_AAnumeric5 unique values
0 missing
Eig13_AEA.dm.numeric24 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric22 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig13_EAnumeric21 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig13_EA.bo.numeric23 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eig13_EA.ri.numeric23 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eig14_AEA.bo.numeric23 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric24 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric25 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
Eig14_AEA.ri.numeric25 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig14_EAnumeric23 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eig14_EA.bo.numeric24 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
Eig14_EA.ed.numeric25 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
Eig14_EA.ri.numeric25 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eig15_AEA.bo.numeric24 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
Eig15_AEA.ed.numeric21 unique values
0 missing
CATS2D_03_ANnumeric3 unique values
0 missing
Eig15_AEA.ri.numeric24 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eig15_EAnumeric24 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
Eig15_EA.bo.numeric20 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
Eig15_EA.ed.numeric20 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_alphanumeric25 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
Eta_alpha_Anumeric21 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
Eta_Bnumeric24 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_betanumeric24 unique values
0 missing
CATS2D_04_ANnumeric5 unique values
0 missing
Eta_beta_Anumeric24 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
Eta_betaPnumeric14 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
Eta_betaP_Anumeric22 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
Eta_betaS_Anumeric22 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
Eta_Cnumeric25 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
Eta_epsinumeric25 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
Eta_Fnumeric25 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
Eta_F_Anumeric24 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
Eta_FLnumeric25 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
Eta_FL_Anumeric23 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
Eta_Lnumeric25 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
Eta_L_Anumeric23 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
Eta_sh_pnumeric24 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
Eta_sh_ynumeric25 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS1enumeric24 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1inumeric23 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
GATS1mnumeric25 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS1snumeric25 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS1vnumeric23 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
GATS2enumeric24 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS2inumeric24 unique values
0 missing
CATS2D_06_ANnumeric5 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS2snumeric25 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
GATS2vnumeric24 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS3enumeric25 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GATS3inumeric23 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
GATS3mnumeric25 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
GATS3pnumeric25 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS3snumeric24 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS3vnumeric23 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
25
Number of instances (rows) of the dataset.
NumberOfFeatures
690
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
689
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.42
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
2.23
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
107.72
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.11
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.2
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.15
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.73
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
27.6
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.09
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.38
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
61.03
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.24
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.17
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.44
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
25
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.97
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
36128.52
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
2.89
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
4.4
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.07
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
5
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
0.65
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
21044.69
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.21
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.07
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5798
0 runs - estimation_procedure: 50 times Clustering
Define a new task