Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL5344 (TID: 101156), and it has 25 rows and 669 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.

671 features

pXC50 (target)numeric20 unique values
0 missing
molecule_id (row identifier)nominal25 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GATS6pnumeric18 unique values
0 missing
GATS5pnumeric22 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS6snumeric21 unique values
0 missing
MATS1enumeric19 unique values
0 missing
CATS2D_08_APnumeric5 unique values
0 missing
GATS6vnumeric20 unique values
0 missing
P_VSA_e_2numeric21 unique values
0 missing
CATS2D_08_DAnumeric11 unique values
0 missing
GATS7enumeric22 unique values
0 missing
P_VSA_p_3numeric21 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS7inumeric22 unique values
0 missing
P_VSA_v_3numeric21 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
GATS7mnumeric22 unique values
0 missing
P_VSA_MR_1numeric19 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS7pnumeric22 unique values
0 missing
MATS3enumeric22 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
GATS7snumeric21 unique values
0 missing
GATS5vnumeric20 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
GATS7vnumeric22 unique values
0 missing
MATS2inumeric21 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
GATS8enumeric21 unique values
0 missing
GATS5mnumeric19 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
GATS8inumeric20 unique values
0 missing
SIC0numeric17 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GATS8mnumeric21 unique values
0 missing
GATS2inumeric22 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS8pnumeric20 unique values
0 missing
LOCnumeric21 unique values
0 missing
CATS2D_09_APnumeric4 unique values
0 missing
GATS8snumeric20 unique values
0 missing
MATS1mnumeric20 unique values
0 missing
CATS2D_09_DAnumeric9 unique values
0 missing
GATS8vnumeric22 unique values
0 missing
SsSHnumeric12 unique values
0 missing
CATS2D_09_DDnumeric9 unique values
0 missing
GGI1numeric15 unique values
0 missing
JGI7numeric9 unique values
0 missing
CATS2D_09_DLnumeric11 unique values
0 missing
GGI10numeric20 unique values
0 missing
MATS3mnumeric19 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GGI2numeric16 unique values
0 missing
SpMin3_Bh.m.numeric17 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GGI3numeric19 unique values
0 missing
C.002numeric7 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GGI4numeric20 unique values
0 missing
IC4numeric22 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GGI5numeric21 unique values
0 missing
IC5numeric22 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GGI6numeric20 unique values
0 missing
nCsnumeric13 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
GGI7numeric21 unique values
0 missing
NssCH2numeric11 unique values
0 missing
CENTnumeric22 unique values
0 missing
GGI8numeric22 unique values
0 missing
P_VSA_e_3numeric14 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
GGI9numeric21 unique values
0 missing
P_VSA_i_4numeric14 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
GMTInumeric22 unique values
0 missing
P_VSA_LogP_2numeric17 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
GMTIVnumeric22 unique values
0 missing
SpMAD_EA.bo.numeric22 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
GNarnumeric21 unique values
0 missing
SpMin3_Bh.v.numeric19 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
H.numeric21 unique values
0 missing
SsNH2numeric15 unique values
0 missing
Chi0_EA.bo.numeric22 unique values
0 missing
H.046numeric7 unique values
0 missing
SpMin6_Bh.i.numeric21 unique values
0 missing
Chi0_EA.dm.numeric21 unique values
0 missing
H.047numeric14 unique values
0 missing
SpMin6_Bh.m.numeric21 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
H.049numeric3 unique values
0 missing
SpMin8_Bh.e.numeric19 unique values
0 missing
Chi0_EA.ri.numeric22 unique values
0 missing
H.051numeric3 unique values
0 missing
SpMin8_Bh.i.numeric18 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
H.052numeric11 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
H.053numeric2 unique values
0 missing
Eta_betaP_Anumeric22 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
HDcpxnumeric21 unique values
0 missing
CSInumeric22 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
HNarnumeric21 unique values
0 missing
SpMin3_Bh.p.numeric19 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
HVcpxnumeric21 unique values
0 missing
SpMin7_Bh.e.numeric21 unique values
0 missing
Chi1_EA.bo.numeric22 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SpMin7_Bh.i.numeric20 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
H.050numeric11 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
nHDonnumeric11 unique values
0 missing
Chi1_EA.ri.numeric22 unique values
0 missing
IACnumeric22 unique values
0 missing
Hynumeric21 unique values
0 missing
CIC0numeric22 unique values
0 missing
IC0numeric21 unique values
0 missing
AACnumeric21 unique values
0 missing
CIC1numeric22 unique values
0 missing
IC1numeric22 unique values
0 missing
AECCnumeric22 unique values
0 missing
CIC2numeric22 unique values
0 missing
IC2numeric22 unique values
0 missing
ALOGPnumeric22 unique values
0 missing
CIC3numeric22 unique values
0 missing
IC3numeric22 unique values
0 missing
ALOGP2numeric22 unique values
0 missing
CIC4numeric22 unique values
0 missing
ICRnumeric22 unique values
0 missing
AMRnumeric22 unique values
0 missing
CIC5numeric22 unique values
0 missing
IDDEnumeric22 unique values
0 missing
AMWnumeric22 unique values
0 missing
CIDnumeric21 unique values
0 missing
IDDMnumeric22 unique values
0 missing
ARRnumeric22 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IDEnumeric22 unique values
0 missing
ATS1enumeric22 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDETnumeric22 unique values
0 missing
ATS1inumeric22 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDMnumeric22 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDMTnumeric22 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
DBInumeric19 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS1snumeric22 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
ISIZnumeric21 unique values
0 missing
ATS2enumeric22 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
IVDEnumeric20 unique values
0 missing
ATS2inumeric22 unique values
0 missing
D.Dtr10numeric8 unique values
0 missing
IVDMnumeric21 unique values
0 missing
ATS2mnumeric22 unique values
0 missing
DECCnumeric22 unique values
0 missing
JGI1numeric19 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
DELSnumeric22 unique values
0 missing
JGI10numeric9 unique values
0 missing
ATS2snumeric22 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI2numeric16 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
DLS_01numeric4 unique values
0 missing
JGI3numeric12 unique values
0 missing
ATS3enumeric22 unique values
0 missing
DLS_02numeric6 unique values
0 missing
JGI4numeric13 unique values
0 missing
ATS3inumeric22 unique values
0 missing
DLS_03numeric5 unique values
0 missing
JGI5numeric10 unique values
0 missing
ATS3mnumeric22 unique values
0 missing
DLS_04numeric6 unique values
0 missing
JGI6numeric10 unique values
0 missing
ATS3pnumeric22 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI8numeric10 unique values
0 missing
ATS3snumeric22 unique values
0 missing
DLS_06numeric6 unique values
0 missing
JGI9numeric6 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGTnumeric21 unique values
0 missing
ATS4enumeric22 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
LLS_01numeric3 unique values
0 missing
ATS4inumeric22 unique values
0 missing
Dznumeric21 unique values
0 missing
LLS_02numeric4 unique values
0 missing
ATS4mnumeric22 unique values
0 missing
ECCnumeric22 unique values
0 missing
LPRSnumeric22 unique values
0 missing
ATS4pnumeric22 unique values
0 missing
Eig01_AEA.bo.numeric18 unique values
0 missing
MATS1inumeric21 unique values
0 missing
ATS4snumeric21 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
MATS1pnumeric20 unique values
0 missing
ATS4vnumeric22 unique values
0 missing
Eig01_AEA.ed.numeric17 unique values
0 missing
MATS1snumeric21 unique values
0 missing
ATS5enumeric22 unique values
0 missing
Eig01_AEA.ri.numeric19 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
ATS5inumeric22 unique values
0 missing
Eig01_EAnumeric19 unique values
0 missing
MATS2enumeric22 unique values
0 missing
ATS5mnumeric21 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
MATS2mnumeric21 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
MATS2pnumeric21 unique values
0 missing
ATS5snumeric22 unique values
0 missing
Eig01_EA.ed.numeric19 unique values
0 missing
MATS2snumeric20 unique values
0 missing
ATS5vnumeric21 unique values
0 missing
Eig01_EA.ri.numeric21 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
ATS6enumeric22 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
MATS3inumeric21 unique values
0 missing
ATS6inumeric22 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
MATS3pnumeric19 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig02_AEA.ed.numeric20 unique values
0 missing
MATS3snumeric20 unique values
0 missing
ATS6pnumeric22 unique values
0 missing
Eig02_AEA.ri.numeric22 unique values
0 missing
MATS3vnumeric20 unique values
0 missing
ATS6snumeric22 unique values
0 missing
Eig02_EAnumeric22 unique values
0 missing
MATS4enumeric21 unique values
0 missing
ATS6vnumeric22 unique values
0 missing
Eig02_EA.bo.numeric22 unique values
0 missing
MATS4inumeric21 unique values
0 missing
ATS7enumeric22 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
MATS4mnumeric20 unique values
0 missing
ATS7inumeric22 unique values
0 missing
Eig02_EA.ed.numeric22 unique values
0 missing
MATS4pnumeric21 unique values
0 missing
ATS7mnumeric22 unique values
0 missing
Eig02_EA.ri.numeric22 unique values
0 missing
MATS4snumeric20 unique values
0 missing
ATS7pnumeric22 unique values
0 missing
Eig03_AEA.bo.numeric21 unique values
0 missing
MATS4vnumeric20 unique values
0 missing
ATS7snumeric22 unique values
0 missing
Eig03_AEA.dm.numeric22 unique values
0 missing
MATS5enumeric22 unique values
0 missing
ATS7vnumeric22 unique values
0 missing
Eig03_AEA.ed.numeric22 unique values
0 missing
MATS5inumeric18 unique values
0 missing
ATS8enumeric22 unique values
0 missing
Eig03_AEA.ri.numeric21 unique values
0 missing
MATS5mnumeric19 unique values
0 missing
ATS8inumeric22 unique values
0 missing
Eig03_EAnumeric21 unique values
0 missing
MATS5pnumeric20 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
Eig03_EA.bo.numeric21 unique values
0 missing
MATS5snumeric21 unique values
0 missing
ATS8pnumeric22 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
MATS5vnumeric21 unique values
0 missing
ATS8snumeric22 unique values
0 missing
Eig03_EA.ed.numeric21 unique values
0 missing
MATS6enumeric22 unique values
0 missing
ATS8vnumeric22 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
MATS6inumeric18 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
MATS6mnumeric22 unique values
0 missing
ATSC1inumeric21 unique values
0 missing
Eig04_AEA.dm.numeric21 unique values
0 missing
MATS6pnumeric19 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig04_AEA.ed.numeric21 unique values
0 missing
MATS6snumeric22 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig04_AEA.ri.numeric21 unique values
0 missing
MATS6vnumeric21 unique values
0 missing
ATSC1snumeric22 unique values
0 missing
Eig04_EAnumeric20 unique values
0 missing
MATS7enumeric22 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
MATS7inumeric20 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
Eig04_EA.dm.numeric13 unique values
0 missing
MATS7mnumeric21 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
MATS7pnumeric21 unique values
0 missing
ATSC2mnumeric22 unique values
0 missing
Eig04_EA.ri.numeric21 unique values
0 missing
MATS7snumeric22 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
MATS7vnumeric21 unique values
0 missing
ATSC2snumeric22 unique values
0 missing
Eig05_AEA.dm.numeric21 unique values
0 missing
MATS8enumeric22 unique values
0 missing
ATSC2vnumeric22 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
MATS8inumeric20 unique values
0 missing
ATSC3enumeric22 unique values
0 missing
Eig05_AEA.ri.numeric22 unique values
0 missing
MATS8mnumeric21 unique values
0 missing
ATSC3inumeric22 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
MATS8pnumeric20 unique values
0 missing
ATSC3mnumeric22 unique values
0 missing
Eig05_EA.bo.numeric21 unique values
0 missing
MATS8snumeric21 unique values
0 missing
ATSC3pnumeric22 unique values
0 missing
Eig05_EA.dm.numeric11 unique values
0 missing
MATS8vnumeric20 unique values
0 missing
ATSC3snumeric22 unique values
0 missing
Eig05_EA.ed.numeric22 unique values
0 missing
MAXDNnumeric21 unique values
0 missing
ATSC3vnumeric22 unique values
0 missing
Eig05_EA.ri.numeric21 unique values
0 missing
MAXDPnumeric22 unique values
0 missing
ATSC4enumeric22 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
MCDnumeric21 unique values
0 missing
ATSC4inumeric22 unique values
0 missing
Eig06_AEA.dm.numeric21 unique values
0 missing
MDDDnumeric22 unique values
0 missing
ATSC4mnumeric22 unique values
0 missing
Eig06_AEA.ed.numeric22 unique values
0 missing
Menumeric14 unique values
0 missing
ATSC4pnumeric22 unique values
0 missing
Eig06_AEA.ri.numeric20 unique values
0 missing
Minumeric16 unique values
0 missing
ATSC4snumeric22 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
MLOGPnumeric22 unique values
0 missing
ATSC4vnumeric22 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
MLOGP2numeric22 unique values
0 missing
ATSC5enumeric21 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
Mpnumeric20 unique values
0 missing
ATSC5inumeric22 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
MPC01numeric19 unique values
0 missing
ATSC5mnumeric22 unique values
0 missing
Eig06_EA.ri.numeric20 unique values
0 missing
MPC02numeric18 unique values
0 missing
ATSC5pnumeric22 unique values
0 missing
Eig07_AEA.bo.numeric21 unique values
0 missing
MPC03numeric19 unique values
0 missing
ATSC5snumeric22 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
MPC04numeric21 unique values
0 missing
ATSC5vnumeric22 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
MPC05numeric19 unique values
0 missing
ATSC6enumeric22 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
MPC06numeric21 unique values
0 missing
ATSC6inumeric22 unique values
0 missing
Eig07_EAnumeric22 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATSC6mnumeric22 unique values
0 missing
Eig07_EA.bo.numeric19 unique values
0 missing
MPC08numeric22 unique values
0 missing
ATSC6pnumeric21 unique values
0 missing
Eig07_EA.dm.numeric10 unique values
0 missing
MPC09numeric20 unique values
0 missing
ATSC6snumeric22 unique values
0 missing
Eig07_EA.ed.numeric22 unique values
0 missing
MPC10numeric21 unique values
0 missing
ATSC6vnumeric22 unique values
0 missing
Eig07_EA.ri.numeric22 unique values
0 missing
MSDnumeric22 unique values
0 missing
ATSC7enumeric22 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
Mvnumeric20 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eig08_AEA.dm.numeric21 unique values
0 missing
MWnumeric22 unique values
0 missing
ATSC7mnumeric22 unique values
0 missing
Eig08_AEA.ed.numeric19 unique values
0 missing
MWC01numeric19 unique values
0 missing
ATSC7pnumeric22 unique values
0 missing
Eig08_AEA.ri.numeric19 unique values
0 missing
MWC02numeric19 unique values
0 missing
ATSC7snumeric22 unique values
0 missing
Eig08_EAnumeric20 unique values
0 missing
MWC03numeric20 unique values
0 missing
ATSC7vnumeric22 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
MWC04numeric22 unique values
0 missing
ATSC8enumeric22 unique values
0 missing
Eig08_EA.dm.numeric9 unique values
0 missing
MWC05numeric22 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
MWC06numeric22 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
MWC07numeric22 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
MWC08numeric22 unique values
0 missing
ATSC8snumeric22 unique values
0 missing
Eig09_AEA.dm.numeric18 unique values
0 missing
MWC09numeric22 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
MWC10numeric22 unique values
0 missing
BACnumeric21 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
N.numeric16 unique values
0 missing
BBInumeric18 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
N.066numeric5 unique values
0 missing
BIC0numeric17 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
N.067numeric3 unique values
0 missing
BIC1numeric21 unique values
0 missing
Eig09_EA.dm.numeric6 unique values
0 missing
N.070numeric2 unique values
0 missing
BIC2numeric21 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
N.072numeric8 unique values
0 missing
BIC3numeric21 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
N.073numeric2 unique values
0 missing
BIC4numeric21 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
N.074numeric4 unique values
0 missing
BIC5numeric20 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
N.075numeric2 unique values
0 missing
BIDnumeric21 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
BLInumeric21 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
BLTA96numeric21 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
NaaNnumeric2 unique values
0 missing
BLTD48numeric21 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
BLTF96numeric21 unique values
0 missing
Eig10_EA.dm.numeric8 unique values
0 missing
C.numeric19 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig11_AEA.bo.numeric22 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig11_AEA.ed.numeric20 unique values
0 missing
C.008numeric9 unique values
0 missing
Eig11_AEA.ri.numeric22 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig11_EA.dm.numeric7 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
C.025numeric7 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig12_AEA.dm.numeric20 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig12_AEA.ed.numeric19 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig12_EA.bo.numeric22 unique values
0 missing
C.037numeric2 unique values
0 missing
Eig12_EA.dm.numeric7 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
C.039numeric3 unique values
0 missing
Eig12_EA.ri.numeric20 unique values
0 missing
C.040numeric8 unique values
0 missing
Eig13_AEA.bo.numeric22 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
CATS2D_00_DDnumeric5 unique values
0 missing
Eig13_AEA.ed.numeric21 unique values
0 missing
CATS2D_00_DPnumeric5 unique values
0 missing
Eig13_AEA.ri.numeric21 unique values
0 missing
CATS2D_00_PPnumeric5 unique values
0 missing
Eig13_EAnumeric21 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig13_EA.dm.numeric6 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig13_EA.ri.numeric21 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
Eig14_AEA.bo.numeric20 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric22 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eig14_AEA.ed.numeric21 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric20 unique values
0 missing
CATS2D_02_DAnumeric9 unique values
0 missing
Eig14_EAnumeric20 unique values
0 missing
CATS2D_02_DDnumeric5 unique values
0 missing
Eig14_EA.bo.numeric21 unique values
0 missing
CATS2D_02_DLnumeric10 unique values
0 missing
Eig14_EA.dm.numeric6 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
CATS2D_02_DPnumeric3 unique values
0 missing
Eig14_EA.ri.numeric19 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
Eig15_AEA.bo.numeric21 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric21 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eig15_AEA.ed.numeric21 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric22 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eig15_EAnumeric22 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
Eig15_EA.bo.numeric22 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eig15_EA.dm.numeric5 unique values
0 missing
CATS2D_03_DAnumeric9 unique values
0 missing
Eig15_EA.ed.numeric21 unique values
0 missing
CATS2D_03_DDnumeric9 unique values
0 missing
Eig15_EA.ri.numeric22 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_alphanumeric21 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_betanumeric18 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_betaPnumeric14 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
Eta_betaSnumeric20 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_Cnumeric22 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
Eta_C_Anumeric22 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
Eta_epsi_Anumeric22 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
Eta_Fnumeric22 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
Eta_F_Anumeric21 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
Eta_Lnumeric22 unique values
0 missing
CATS2D_05_DAnumeric8 unique values
0 missing
Eta_L_Anumeric21 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
Eta_sh_ynumeric19 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
GATS1enumeric21 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS1inumeric22 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS1pnumeric21 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS1snumeric20 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS1vnumeric21 unique values
0 missing
CATS2D_06_DAnumeric9 unique values
0 missing
GATS2enumeric20 unique values
0 missing
CATS2D_06_DDnumeric9 unique values
0 missing
GATS2mnumeric22 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS2pnumeric22 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GATS2snumeric21 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
GATS2vnumeric20 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
GATS3enumeric21 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS3inumeric22 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS3mnumeric22 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
GATS3pnumeric22 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS3snumeric21 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GATS3vnumeric19 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS4enumeric20 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS4inumeric21 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4mnumeric22 unique values
0 missing
CATS2D_07_DDnumeric6 unique values
0 missing
GATS4pnumeric22 unique values
0 missing
CATS2D_07_DLnumeric12 unique values
0 missing
GATS4snumeric22 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS4vnumeric20 unique values
0 missing
CATS2D_07_DPnumeric4 unique values
0 missing
GATS5enumeric22 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
GATS5inumeric22 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GATS5snumeric22 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS6enumeric22 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
GATS6inumeric21 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
GATS6mnumeric21 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
25
Number of instances (rows) of the dataset.
NumberOfFeatures
671
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
670
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
26.84
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.88
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
0.36
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.1
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
354.62
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
0.12
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.17
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.54
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
25
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.06
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
110476.48
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
0.65
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
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.36
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.27
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
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
0.62
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
99263.74
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.36
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.7
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
0.6
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
0.92
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
385.43
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.33
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.32
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.25
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-CHEMBL5344
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5344
0 runs - estimation_procedure: 50 times Clustering
Define a new task