Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608

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: CHEMBL3608 (TID: 11784), and it has 65 rows and 617 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.

619 features

pXC50 (target)numeric33 unique values
0 missing
molecule_id (row identifier)nominal65 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
GATS5mnumeric64 unique values
0 missing
C.030numeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5pnumeric57 unique values
0 missing
nPyrimidinesnumeric2 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS5snumeric62 unique values
0 missing
GATS8snumeric64 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
GATS5vnumeric57 unique values
0 missing
SM06_EA.dm.numeric33 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS6enumeric61 unique values
0 missing
SM08_EA.dm.numeric33 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS6inumeric59 unique values
0 missing
SM10_EA.dm.numeric29 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
GATS6pnumeric58 unique values
0 missing
SM12_EA.dm.numeric28 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS6snumeric63 unique values
0 missing
SM14_EA.dm.numeric26 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS6vnumeric61 unique values
0 missing
Eig02_AEA.dm.numeric48 unique values
0 missing
CATS2D_05_LLnumeric17 unique values
0 missing
GATS7mnumeric60 unique values
0 missing
Eig01_AEA.dm.numeric42 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS7pnumeric60 unique values
0 missing
SpDiam_AEA.dm.numeric42 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS7vnumeric60 unique values
0 missing
SpMax_AEA.dm.numeric42 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS8inumeric59 unique values
0 missing
SpMAD_AEA.bo.numeric46 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS8mnumeric58 unique values
0 missing
SM02_EA.dm.numeric31 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS8pnumeric59 unique values
0 missing
SM04_EA.dm.numeric33 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS8vnumeric61 unique values
0 missing
GATS7snumeric62 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
GGI1numeric10 unique values
0 missing
GATS8enumeric63 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GGI10numeric31 unique values
0 missing
SpAD_EA.dm.numeric33 unique values
0 missing
CATS2D_06_LLnumeric18 unique values
0 missing
GGI2numeric15 unique values
0 missing
GATS4inumeric63 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GGI3numeric35 unique values
0 missing
MATS8snumeric60 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GGI4numeric48 unique values
0 missing
C.040numeric4 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GGI5numeric50 unique values
0 missing
GATS7inumeric58 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GGI6numeric45 unique values
0 missing
SpMAD_AEA.dm.numeric54 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
GGI7numeric47 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
CATS2D_07_LLnumeric21 unique values
0 missing
GGI8numeric47 unique values
0 missing
MATS5enumeric58 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
GGI9numeric44 unique values
0 missing
Eig03_AEA.dm.numeric56 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GMTInumeric54 unique values
0 missing
JGI4numeric23 unique values
0 missing
CATS2D_08_ALnumeric16 unique values
0 missing
GMTIVnumeric62 unique values
0 missing
Eig05_AEA.ri.numeric62 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GNarnumeric44 unique values
0 missing
Eig05_EAnumeric49 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
H.numeric46 unique values
0 missing
Eig05_EA.ed.numeric48 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
H.046numeric5 unique values
0 missing
GATS1snumeric62 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
H.047numeric21 unique values
0 missing
SM13_AEA.bo.numeric49 unique values
0 missing
CATS2D_08_LLnumeric17 unique values
0 missing
H.048numeric3 unique values
0 missing
SM14_AEA.dm.numeric48 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
H.049numeric3 unique values
0 missing
MATS4inumeric61 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
H.050numeric6 unique values
0 missing
ATSC8snumeric65 unique values
0 missing
CATS2D_09_ALnumeric16 unique values
0 missing
H.051numeric5 unique values
0 missing
Eta_betaP_Anumeric45 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
H.052numeric4 unique values
0 missing
JGI2numeric25 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
H.053numeric3 unique values
0 missing
X5Anumeric24 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
H.054numeric2 unique values
0 missing
CATS2D_02_ALnumeric14 unique values
0 missing
CATS2D_09_LLnumeric18 unique values
0 missing
HDcpxnumeric50 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
HNarnumeric40 unique values
0 missing
D.Dtr05numeric23 unique values
0 missing
CENTnumeric53 unique values
0 missing
HVcpxnumeric51 unique values
0 missing
Eig03_EA.bo.numeric51 unique values
0 missing
Chi0_AEA.bo.numeric52 unique values
0 missing
Hynumeric55 unique values
0 missing
GATS6mnumeric61 unique values
0 missing
Chi0_AEA.dm.numeric52 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
JGI5numeric20 unique values
0 missing
Chi0_AEA.ed.numeric52 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
MATS4mnumeric58 unique values
0 missing
Chi0_AEA.ri.numeric52 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
MATS4vnumeric57 unique values
0 missing
Chi0_EAnumeric52 unique values
0 missing
IACnumeric58 unique values
0 missing
NdssCnumeric5 unique values
0 missing
Chi0_EA.bo.numeric57 unique values
0 missing
IC0numeric54 unique values
0 missing
S0Knumeric44 unique values
0 missing
Chi0_EA.dm.numeric51 unique values
0 missing
IC1numeric56 unique values
0 missing
SM13_AEA.ri.numeric51 unique values
0 missing
Chi0_EA.ed.numeric54 unique values
0 missing
IC2numeric57 unique values
0 missing
SpMax5_Bh.e.numeric49 unique values
0 missing
Chi0_EA.ri.numeric65 unique values
0 missing
IC3numeric59 unique values
0 missing
SpMax5_Bh.i.numeric53 unique values
0 missing
Chi1_AEA.bo.numeric53 unique values
0 missing
IC4numeric60 unique values
0 missing
SpMax5_Bh.p.numeric52 unique values
0 missing
Chi1_AEA.dm.numeric53 unique values
0 missing
IC5numeric59 unique values
0 missing
SpMax5_Bh.v.numeric53 unique values
0 missing
Chi1_AEA.ed.numeric53 unique values
0 missing
ICRnumeric53 unique values
0 missing
SpMax7_Bh.p.numeric51 unique values
0 missing
Chi1_AEA.ri.numeric53 unique values
0 missing
IDDEnumeric46 unique values
0 missing
SpMax7_Bh.v.numeric53 unique values
0 missing
Chi1_EAnumeric53 unique values
0 missing
IDDMnumeric48 unique values
0 missing
SpMin7_Bh.e.numeric53 unique values
0 missing
Chi1_EA.bo.numeric56 unique values
0 missing
IDEnumeric51 unique values
0 missing
SpMin7_Bh.i.numeric53 unique values
0 missing
Chi1_EA.dm.numeric52 unique values
0 missing
IDETnumeric54 unique values
0 missing
SpMin7_Bh.p.numeric53 unique values
0 missing
Chi1_EA.ed.numeric54 unique values
0 missing
IDMnumeric52 unique values
0 missing
Eig05_EA.bo.numeric49 unique values
0 missing
Chi1_EA.ri.numeric65 unique values
0 missing
IDMTnumeric54 unique values
0 missing
GATS4snumeric63 unique values
0 missing
CIC0numeric58 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SM15_AEA.ri.numeric49 unique values
0 missing
CIC1numeric58 unique values
0 missing
Infective.80numeric2 unique values
0 missing
BLTA96numeric54 unique values
0 missing
CIC2numeric58 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
BLTD48numeric54 unique values
0 missing
CIC3numeric61 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
BLTF96numeric51 unique values
0 missing
CIC4numeric56 unique values
0 missing
ISIZnumeric36 unique values
0 missing
MLOGPnumeric58 unique values
0 missing
CIC5numeric56 unique values
0 missing
IVDEnumeric44 unique values
0 missing
MLOGP2numeric59 unique values
0 missing
CIDnumeric49 unique values
0 missing
IVDMnumeric46 unique values
0 missing
C.026numeric6 unique values
0 missing
Cl.089numeric2 unique values
0 missing
JGI1numeric38 unique values
0 missing
D.Dtr09numeric20 unique values
0 missing
Cl.090numeric2 unique values
0 missing
JGI10numeric11 unique values
0 missing
nPyrrolesnumeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
JGI3numeric29 unique values
0 missing
SaasCnumeric64 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI6numeric15 unique values
0 missing
GATS7enumeric64 unique values
0 missing
cRo5numeric2 unique values
0 missing
JGI7numeric14 unique values
0 missing
SaaaCnumeric41 unique values
0 missing
CSInumeric52 unique values
0 missing
JGI8numeric10 unique values
0 missing
Eig01_EA.dm.numeric18 unique values
0 missing
DBInumeric25 unique values
0 missing
JGI9numeric10 unique values
0 missing
SpDiam_EA.dm.numeric18 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
JGTnumeric47 unique values
0 missing
SpMax_EA.dm.numeric18 unique values
0 missing
D.Dtr10numeric28 unique values
0 missing
LLS_01numeric7 unique values
0 missing
N.075numeric4 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
LLS_02numeric4 unique values
0 missing
NaaNnumeric4 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
LOCnumeric48 unique values
0 missing
SaaNnumeric33 unique values
0 missing
DECCnumeric52 unique values
0 missing
LPRSnumeric54 unique values
0 missing
GATS3inumeric56 unique values
0 missing
DELSnumeric65 unique values
0 missing
MATS1enumeric57 unique values
0 missing
P_VSA_MR_7numeric18 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS1inumeric58 unique values
0 missing
SpMaxA_AEA.dm.numeric45 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS1mnumeric46 unique values
0 missing
P_VSA_e_3numeric32 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS1pnumeric56 unique values
0 missing
MATS8enumeric64 unique values
0 missing
DLS_02numeric3 unique values
0 missing
MATS1snumeric62 unique values
0 missing
ATSC5mnumeric65 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MATS1vnumeric56 unique values
0 missing
D.Dtr06numeric54 unique values
0 missing
DLS_04numeric6 unique values
0 missing
MATS2enumeric59 unique values
0 missing
Eig05_EA.ri.numeric60 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MATS2inumeric56 unique values
0 missing
N.numeric42 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MATS2mnumeric56 unique values
0 missing
ATSC5enumeric62 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS2pnumeric58 unique values
0 missing
P_VSA_i_4numeric30 unique values
0 missing
DLS_consnumeric18 unique values
0 missing
MATS2snumeric56 unique values
0 missing
TPSA.Tot.numeric46 unique values
0 missing
Dznumeric57 unique values
0 missing
MATS2vnumeric57 unique values
0 missing
AACnumeric54 unique values
0 missing
ECCnumeric52 unique values
0 missing
MATS3enumeric56 unique values
0 missing
AECCnumeric53 unique values
0 missing
Eig01_AEA.bo.numeric44 unique values
0 missing
MATS3inumeric55 unique values
0 missing
ALOGPnumeric61 unique values
0 missing
Eig01_AEA.ed.numeric40 unique values
0 missing
MATS3mnumeric60 unique values
0 missing
ALOGP2numeric62 unique values
0 missing
Eig01_AEA.ri.numeric50 unique values
0 missing
MATS3pnumeric57 unique values
0 missing
AMRnumeric62 unique values
0 missing
Eig01_EAnumeric44 unique values
0 missing
MATS3snumeric62 unique values
0 missing
AMWnumeric61 unique values
0 missing
Eig01_EA.bo.numeric43 unique values
0 missing
MATS3vnumeric56 unique values
0 missing
ARRnumeric38 unique values
0 missing
Eig01_EA.ed.numeric42 unique values
0 missing
MATS4enumeric62 unique values
0 missing
ATS1enumeric61 unique values
0 missing
Eig01_EA.ri.numeric48 unique values
0 missing
MATS4pnumeric58 unique values
0 missing
ATS1inumeric61 unique values
0 missing
Eig02_AEA.bo.numeric44 unique values
0 missing
MATS4snumeric60 unique values
0 missing
ATS1mnumeric62 unique values
0 missing
Eig02_AEA.ed.numeric44 unique values
0 missing
MATS5inumeric60 unique values
0 missing
ATS1pnumeric62 unique values
0 missing
Eig02_AEA.ri.numeric52 unique values
0 missing
MATS5mnumeric62 unique values
0 missing
ATS1snumeric65 unique values
0 missing
Eig02_EAnumeric45 unique values
0 missing
MATS5pnumeric55 unique values
0 missing
ATS1vnumeric61 unique values
0 missing
Eig02_EA.bo.numeric40 unique values
0 missing
MATS5snumeric56 unique values
0 missing
ATS2enumeric62 unique values
0 missing
Eig02_EA.dm.numeric16 unique values
0 missing
MATS5vnumeric54 unique values
0 missing
ATS2inumeric60 unique values
0 missing
Eig02_EA.ed.numeric45 unique values
0 missing
MATS6enumeric60 unique values
0 missing
ATS2mnumeric60 unique values
0 missing
Eig02_EA.ri.numeric53 unique values
0 missing
ATS2pnumeric62 unique values
0 missing
Eig03_AEA.bo.numeric53 unique values
0 missing
ATS2snumeric64 unique values
0 missing
Eig03_AEA.ed.numeric51 unique values
0 missing
ATS2vnumeric61 unique values
0 missing
Eig03_AEA.ri.numeric59 unique values
0 missing
ATS3enumeric61 unique values
0 missing
Eig03_EAnumeric49 unique values
0 missing
ATS3inumeric59 unique values
0 missing
Eig03_EA.dm.numeric10 unique values
0 missing
ATS3mnumeric62 unique values
0 missing
Eig03_EA.ed.numeric50 unique values
0 missing
ATS3pnumeric63 unique values
0 missing
Eig03_EA.ri.numeric63 unique values
0 missing
ATS3snumeric64 unique values
0 missing
Eig04_AEA.bo.numeric54 unique values
0 missing
ATS3vnumeric64 unique values
0 missing
Eig04_AEA.dm.numeric54 unique values
0 missing
ATS4enumeric65 unique values
0 missing
Eig04_AEA.ed.numeric50 unique values
0 missing
ATS4inumeric62 unique values
0 missing
Eig04_AEA.ri.numeric58 unique values
0 missing
ATS4mnumeric63 unique values
0 missing
Eig04_EAnumeric51 unique values
0 missing
ATS4pnumeric64 unique values
0 missing
Eig04_EA.bo.numeric49 unique values
0 missing
ATS4snumeric65 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
ATS4vnumeric64 unique values
0 missing
Eig04_EA.ed.numeric50 unique values
0 missing
ATS5enumeric63 unique values
0 missing
Eig04_EA.ri.numeric60 unique values
0 missing
ATS5inumeric63 unique values
0 missing
Eig05_AEA.bo.numeric45 unique values
0 missing
ATS5mnumeric60 unique values
0 missing
Eig05_AEA.dm.numeric55 unique values
0 missing
ATS5pnumeric62 unique values
0 missing
Eig05_AEA.ed.numeric44 unique values
0 missing
ATS5snumeric64 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
ATS5vnumeric64 unique values
0 missing
Eig06_AEA.bo.numeric52 unique values
0 missing
ATS6enumeric64 unique values
0 missing
Eig06_AEA.dm.numeric47 unique values
0 missing
ATS6inumeric64 unique values
0 missing
Eig06_AEA.ed.numeric50 unique values
0 missing
ATS6mnumeric63 unique values
0 missing
Eig06_AEA.ri.numeric64 unique values
0 missing
ATS6pnumeric63 unique values
0 missing
Eig06_EAnumeric51 unique values
0 missing
ATS6snumeric65 unique values
0 missing
Eig06_EA.bo.numeric53 unique values
0 missing
ATS6vnumeric64 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
ATS7enumeric65 unique values
0 missing
Eig06_EA.ed.numeric51 unique values
0 missing
ATS7inumeric64 unique values
0 missing
Eig06_EA.ri.numeric63 unique values
0 missing
ATS7mnumeric65 unique values
0 missing
Eig07_AEA.bo.numeric54 unique values
0 missing
ATS7pnumeric63 unique values
0 missing
Eig07_AEA.dm.numeric54 unique values
0 missing
ATS7snumeric64 unique values
0 missing
Eig07_AEA.ed.numeric52 unique values
0 missing
ATS7vnumeric64 unique values
0 missing
Eig07_AEA.ri.numeric58 unique values
0 missing
ATS8enumeric64 unique values
0 missing
Eig07_EAnumeric47 unique values
0 missing
ATS8inumeric64 unique values
0 missing
Eig07_EA.bo.numeric53 unique values
0 missing
ATS8mnumeric63 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS8pnumeric64 unique values
0 missing
Eig07_EA.ed.numeric51 unique values
0 missing
ATS8snumeric63 unique values
0 missing
Eig07_EA.ri.numeric56 unique values
0 missing
ATS8vnumeric64 unique values
0 missing
Eig08_AEA.bo.numeric45 unique values
0 missing
ATSC1enumeric50 unique values
0 missing
Eig08_AEA.dm.numeric52 unique values
0 missing
ATSC1inumeric60 unique values
0 missing
Eig08_AEA.ed.numeric47 unique values
0 missing
ATSC1mnumeric62 unique values
0 missing
Eig08_AEA.ri.numeric52 unique values
0 missing
ATSC1pnumeric61 unique values
0 missing
Eig08_EAnumeric42 unique values
0 missing
ATSC1snumeric65 unique values
0 missing
Eig08_EA.bo.numeric46 unique values
0 missing
ATSC1vnumeric62 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC2enumeric57 unique values
0 missing
Eig08_EA.ed.numeric47 unique values
0 missing
ATSC2inumeric61 unique values
0 missing
Eig08_EA.ri.numeric51 unique values
0 missing
ATSC2mnumeric62 unique values
0 missing
Eig09_AEA.bo.numeric50 unique values
0 missing
ATSC2pnumeric61 unique values
0 missing
Eig09_AEA.dm.numeric52 unique values
0 missing
ATSC2snumeric65 unique values
0 missing
Eig09_AEA.ed.numeric49 unique values
0 missing
ATSC2vnumeric62 unique values
0 missing
Eig09_AEA.ri.numeric58 unique values
0 missing
ATSC3enumeric61 unique values
0 missing
Eig09_EAnumeric50 unique values
0 missing
ATSC3inumeric62 unique values
0 missing
Eig09_EA.bo.numeric51 unique values
0 missing
ATSC3mnumeric65 unique values
0 missing
Eig09_EA.ed.numeric50 unique values
0 missing
ATSC3pnumeric65 unique values
0 missing
Eig09_EA.ri.numeric59 unique values
0 missing
ATSC3snumeric65 unique values
0 missing
Eig10_AEA.bo.numeric43 unique values
0 missing
ATSC3vnumeric65 unique values
0 missing
Eig10_AEA.dm.numeric50 unique values
0 missing
ATSC4enumeric63 unique values
0 missing
Eig10_AEA.ed.numeric44 unique values
0 missing
ATSC4inumeric65 unique values
0 missing
Eig10_AEA.ri.numeric47 unique values
0 missing
ATSC4mnumeric65 unique values
0 missing
Eig10_EAnumeric39 unique values
0 missing
ATSC4pnumeric65 unique values
0 missing
Eig10_EA.bo.numeric47 unique values
0 missing
ATSC4snumeric65 unique values
0 missing
Eig10_EA.ed.numeric46 unique values
0 missing
ATSC4vnumeric65 unique values
0 missing
Eig10_EA.ri.numeric49 unique values
0 missing
ATSC5inumeric65 unique values
0 missing
Eig11_AEA.bo.numeric51 unique values
0 missing
ATSC5pnumeric64 unique values
0 missing
Eig11_AEA.dm.numeric48 unique values
0 missing
ATSC5snumeric65 unique values
0 missing
Eig11_AEA.ed.numeric47 unique values
0 missing
ATSC5vnumeric65 unique values
0 missing
Eig11_AEA.ri.numeric55 unique values
0 missing
ATSC6enumeric60 unique values
0 missing
Eig11_EAnumeric46 unique values
0 missing
ATSC6inumeric65 unique values
0 missing
Eig11_EA.bo.numeric51 unique values
0 missing
ATSC6mnumeric64 unique values
0 missing
Eig11_EA.ed.numeric49 unique values
0 missing
ATSC6pnumeric65 unique values
0 missing
Eig11_EA.ri.numeric54 unique values
0 missing
ATSC6snumeric65 unique values
0 missing
Eig12_AEA.bo.numeric48 unique values
0 missing
ATSC6vnumeric65 unique values
0 missing
Eig12_AEA.dm.numeric49 unique values
0 missing
ATSC7enumeric61 unique values
0 missing
Eig12_AEA.ed.numeric49 unique values
0 missing
ATSC7inumeric64 unique values
0 missing
Eig12_AEA.ri.numeric57 unique values
0 missing
ATSC7mnumeric65 unique values
0 missing
Eig12_EAnumeric51 unique values
0 missing
ATSC7pnumeric65 unique values
0 missing
Eig12_EA.bo.numeric51 unique values
0 missing
ATSC7snumeric65 unique values
0 missing
Eig12_EA.ed.numeric50 unique values
0 missing
ATSC7vnumeric65 unique values
0 missing
Eig12_EA.ri.numeric53 unique values
0 missing
ATSC8enumeric60 unique values
0 missing
Eig13_AEA.bo.numeric54 unique values
0 missing
ATSC8inumeric63 unique values
0 missing
Eig13_AEA.dm.numeric54 unique values
0 missing
ATSC8mnumeric65 unique values
0 missing
Eig13_AEA.ed.numeric47 unique values
0 missing
ATSC8pnumeric65 unique values
0 missing
Eig13_AEA.ri.numeric61 unique values
0 missing
ATSC8vnumeric65 unique values
0 missing
Eig13_EAnumeric53 unique values
0 missing
BACnumeric23 unique values
0 missing
Eig13_EA.bo.numeric57 unique values
0 missing
BBInumeric28 unique values
0 missing
Eig13_EA.ed.numeric54 unique values
0 missing
BIC0numeric38 unique values
0 missing
Eig13_EA.ri.numeric59 unique values
0 missing
BIC1numeric48 unique values
0 missing
Eig14_AEA.bo.numeric51 unique values
0 missing
BIC2numeric49 unique values
0 missing
Eig14_AEA.dm.numeric54 unique values
0 missing
BIC3numeric51 unique values
0 missing
Eig14_AEA.ed.numeric44 unique values
0 missing
BIC4numeric44 unique values
0 missing
Eig14_AEA.ri.numeric62 unique values
0 missing
BIC5numeric44 unique values
0 missing
Eig14_EAnumeric51 unique values
0 missing
BIDnumeric36 unique values
0 missing
Eig14_EA.bo.numeric56 unique values
0 missing
BLInumeric53 unique values
0 missing
Eig14_EA.ed.numeric51 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig14_EA.ri.numeric58 unique values
0 missing
C.numeric42 unique values
0 missing
Eig15_AEA.bo.numeric54 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig15_AEA.dm.numeric59 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig15_AEA.ed.numeric41 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_AEA.ri.numeric60 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig15_EAnumeric46 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig15_EA.bo.numeric48 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig15_EA.ed.numeric49 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig15_EA.ri.numeric59 unique values
0 missing
C.012numeric2 unique values
0 missing
Eta_alphanumeric60 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_alpha_Anumeric39 unique values
0 missing
C.017numeric3 unique values
0 missing
Eta_Bnumeric37 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_betanumeric48 unique values
0 missing
C.024numeric14 unique values
0 missing
Eta_beta_Anumeric53 unique values
0 missing
C.025numeric6 unique values
0 missing
Eta_betaPnumeric22 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_betaSnumeric34 unique values
0 missing
C.028numeric3 unique values
0 missing
Eta_betaS_Anumeric42 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_Cnumeric65 unique values
0 missing
C.033numeric3 unique values
0 missing
Eta_C_Anumeric59 unique values
0 missing
C.034numeric5 unique values
0 missing
Eta_epsinumeric60 unique values
0 missing
C.035numeric3 unique values
0 missing
Eta_epsi_Anumeric47 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_Fnumeric65 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_F_Anumeric59 unique values
0 missing
C.042numeric2 unique values
0 missing
Eta_FLnumeric61 unique values
0 missing
C.043numeric3 unique values
0 missing
Eta_FL_Anumeric40 unique values
0 missing
C.044numeric2 unique values
0 missing
Eta_Lnumeric65 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_L_Anumeric40 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_sh_pnumeric49 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_sh_ynumeric49 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
GATS1enumeric58 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
GATS1inumeric59 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS1mnumeric57 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
GATS1pnumeric55 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS1vnumeric56 unique values
0 missing
CATS2D_02_DLnumeric11 unique values
0 missing
GATS2enumeric60 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
GATS2inumeric60 unique values
0 missing
CATS2D_02_LLnumeric18 unique values
0 missing
GATS2mnumeric62 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS2pnumeric60 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS2snumeric59 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
GATS2vnumeric58 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS3enumeric61 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS3mnumeric56 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS3pnumeric60 unique values
0 missing
CATS2D_03_DLnumeric11 unique values
0 missing
GATS3snumeric59 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS3vnumeric61 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS4enumeric61 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
GATS4mnumeric62 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
GATS4pnumeric63 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS4vnumeric58 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS5enumeric64 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
GATS5inumeric59 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
65
Number of instances (rows) of the dataset.
NumberOfFeatures
619
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
618
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
8.06
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
1.07
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
18181.06
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.48
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.23
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
0.35
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
3.76
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
97.59
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.02
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.24
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
0.05
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
9.52
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.87
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.33
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
71.75
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
0.5
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.88
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.
MaxKurtosisOfNumericAtts
65
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.09
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
26412.83
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
1.06
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.36
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-8.06
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3608
0 runs - estimation_procedure: 50 times Clustering
Define a new task