Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740

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: CHEMBL3740 (TID: 11832), and it has 56 rows and 779 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.

781 features

pXC50 (target)numeric39 unique values
0 missing
molecule_id (row identifier)nominal56 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS5snumeric54 unique values
0 missing
O.057numeric4 unique values
0 missing
SpMax1_Bh.v.numeric35 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS5vnumeric50 unique values
0 missing
O.058numeric4 unique values
0 missing
SaaaCnumeric39 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS6enumeric56 unique values
0 missing
O.059numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS6inumeric45 unique values
0 missing
O.060numeric3 unique values
0 missing
Eig01_EA.bo.numeric17 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS6mnumeric54 unique values
0 missing
O.061numeric2 unique values
0 missing
piPC06numeric44 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS6pnumeric52 unique values
0 missing
ON0numeric37 unique values
0 missing
piPC07numeric44 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS6snumeric55 unique values
0 missing
ON0Vnumeric52 unique values
0 missing
piPC08numeric44 unique values
0 missing
CATS2D_07_DAnumeric7 unique values
0 missing
GATS6vnumeric55 unique values
0 missing
ON1numeric42 unique values
0 missing
piPC09numeric45 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS7enumeric48 unique values
0 missing
ON1Vnumeric56 unique values
0 missing
P_VSA_LogP_4numeric18 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS7inumeric47 unique values
0 missing
PDInumeric44 unique values
0 missing
SaaNnumeric38 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS7mnumeric50 unique values
0 missing
PHInumeric50 unique values
0 missing
SM05_EA.bo.numeric35 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
GATS7pnumeric48 unique values
0 missing
piPC01numeric35 unique values
0 missing
SM06_EA.bo.numeric46 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS7snumeric49 unique values
0 missing
SM07_EA.bo.numeric40 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS7vnumeric48 unique values
0 missing
SM08_EA.bo.numeric43 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GATS8enumeric45 unique values
0 missing
SM09_EA.bo.numeric40 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS8inumeric46 unique values
0 missing
SM10_EA.bo.numeric42 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS8mnumeric46 unique values
0 missing
SM11_AEA.ri.numeric17 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS8pnumeric46 unique values
0 missing
SM11_EA.bo.numeric38 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GATS8snumeric47 unique values
0 missing
SM12_EA.bo.numeric39 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS8vnumeric46 unique values
0 missing
SM13_EA.bo.numeric39 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GGI1numeric12 unique values
0 missing
SM14_EA.bo.numeric36 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GGI10numeric27 unique values
0 missing
SM15_EA.bo.numeric38 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
GGI2numeric16 unique values
0 missing
SpDiam_EA.bo.numeric17 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
GGI3numeric24 unique values
0 missing
SpMax1_Bh.i.numeric35 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GGI4numeric33 unique values
0 missing
SpMax1_Bh.m.numeric34 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
GGI6numeric31 unique values
0 missing
SpMax_EA.bo.numeric17 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
GGI7numeric22 unique values
0 missing
SpMax1_Bh.p.numeric31 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI8numeric31 unique values
0 missing
PW3numeric28 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI9numeric31 unique values
0 missing
SpMax1_Bh.e.numeric36 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
GMTInumeric45 unique values
0 missing
PCDnumeric45 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GMTIVnumeric56 unique values
0 missing
Eig01_AEA.bo.numeric22 unique values
0 missing
CENTnumeric45 unique values
0 missing
GNarnumeric31 unique values
0 missing
SpMax_AEA.bo.numeric22 unique values
0 missing
Chi0_AEA.bo.numeric43 unique values
0 missing
H.numeric40 unique values
0 missing
Eta_sh_ynumeric50 unique values
0 missing
Chi0_AEA.dm.numeric43 unique values
0 missing
H.046numeric8 unique values
0 missing
Eig02_EA.bo.numeric32 unique values
0 missing
Chi0_AEA.ed.numeric43 unique values
0 missing
H.047numeric14 unique values
0 missing
Eig03_EA.bo.numeric40 unique values
0 missing
Chi0_AEA.ri.numeric43 unique values
0 missing
H.048numeric2 unique values
0 missing
N.075numeric4 unique values
0 missing
Chi0_EAnumeric43 unique values
0 missing
H.049numeric3 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
Chi0_EA.bo.numeric47 unique values
0 missing
H.050numeric8 unique values
0 missing
NaaNnumeric4 unique values
0 missing
Chi0_EA.dm.numeric49 unique values
0 missing
H.051numeric4 unique values
0 missing
piPC03numeric39 unique values
0 missing
Chi0_EA.ed.numeric45 unique values
0 missing
H.052numeric4 unique values
0 missing
piPC04numeric41 unique values
0 missing
Chi0_EA.ri.numeric56 unique values
0 missing
HDcpxnumeric41 unique values
0 missing
piPC05numeric42 unique values
0 missing
Chi1_AEA.bo.numeric45 unique values
0 missing
HNarnumeric28 unique values
0 missing
piPC10numeric45 unique values
0 missing
Chi1_AEA.dm.numeric45 unique values
0 missing
HVcpxnumeric44 unique values
0 missing
P_VSA_MR_7numeric8 unique values
0 missing
Chi1_AEA.ed.numeric45 unique values
0 missing
Hynumeric49 unique values
0 missing
SM03_EA.bo.numeric19 unique values
0 missing
Chi1_AEA.ri.numeric45 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SM04_EA.bo.numeric47 unique values
0 missing
Chi1_EAnumeric45 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SM12_AEA.ri.numeric32 unique values
0 missing
Chi1_EA.bo.numeric48 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
SM13_AEA.ri.numeric40 unique values
0 missing
Chi1_EA.dm.numeric51 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
nPyrimidinesnumeric2 unique values
0 missing
Chi1_EA.ed.numeric45 unique values
0 missing
IACnumeric52 unique values
0 missing
X3Anumeric16 unique values
0 missing
Chi1_EA.ri.numeric56 unique values
0 missing
IC0numeric50 unique values
0 missing
X5Anumeric15 unique values
0 missing
CIC0numeric52 unique values
0 missing
IC1numeric53 unique values
0 missing
PCRnumeric45 unique values
0 missing
CIC1numeric53 unique values
0 missing
IC2numeric48 unique values
0 missing
PW5numeric24 unique values
0 missing
CIC2numeric51 unique values
0 missing
IC3numeric48 unique values
0 missing
Eta_F_Anumeric52 unique values
0 missing
CIC3numeric47 unique values
0 missing
IC4numeric48 unique values
0 missing
GGI5numeric31 unique values
0 missing
CIC4numeric48 unique values
0 missing
IC5numeric48 unique values
0 missing
piIDnumeric43 unique values
0 missing
CIC5numeric47 unique values
0 missing
ICRnumeric41 unique values
0 missing
SpMin2_Bh.e.numeric41 unique values
0 missing
CIDnumeric41 unique values
0 missing
IDDEnumeric43 unique values
0 missing
SpMin2_Bh.i.numeric38 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDDMnumeric41 unique values
0 missing
nABnumeric6 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDEnumeric45 unique values
0 missing
nBMnumeric9 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDETnumeric45 unique values
0 missing
nCarnumeric8 unique values
0 missing
CSInumeric42 unique values
0 missing
IDMnumeric45 unique values
0 missing
Ucnumeric9 unique values
0 missing
DBInumeric28 unique values
0 missing
IDMTnumeric45 unique values
0 missing
Uinumeric11 unique values
0 missing
D.Dtr05numeric28 unique values
0 missing
Infective.50numeric2 unique values
0 missing
P_VSA_s_6numeric33 unique values
0 missing
D.Dtr06numeric45 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ALOGP2numeric52 unique values
0 missing
D.Dtr09numeric27 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SpMax5_Bh.s.numeric40 unique values
0 missing
D.Dtr10numeric20 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
DECCnumeric40 unique values
0 missing
ISIZnumeric36 unique values
0 missing
DLS_consnumeric20 unique values
0 missing
DELSnumeric56 unique values
0 missing
IVDEnumeric34 unique values
0 missing
JGI5numeric22 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IVDMnumeric40 unique values
0 missing
SpMAD_EA.ed.numeric41 unique values
0 missing
DLS_01numeric4 unique values
0 missing
JGI1numeric27 unique values
0 missing
GATS3inumeric53 unique values
0 missing
DLS_02numeric5 unique values
0 missing
JGI10numeric8 unique values
0 missing
GATS3mnumeric52 unique values
0 missing
DLS_03numeric5 unique values
0 missing
JGI2numeric23 unique values
0 missing
Eta_betaPnumeric16 unique values
0 missing
DLS_04numeric7 unique values
0 missing
JGI3numeric23 unique values
0 missing
AACnumeric50 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI4numeric25 unique values
0 missing
AECCnumeric42 unique values
0 missing
DLS_06numeric4 unique values
0 missing
JGI6numeric15 unique values
0 missing
ALOGPnumeric53 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI7numeric11 unique values
0 missing
AMRnumeric54 unique values
0 missing
Dznumeric46 unique values
0 missing
JGI8numeric14 unique values
0 missing
AMWnumeric51 unique values
0 missing
ECCnumeric42 unique values
0 missing
JGI9numeric11 unique values
0 missing
ARRnumeric35 unique values
0 missing
Eig01_AEA.dm.numeric34 unique values
0 missing
JGTnumeric42 unique values
0 missing
ATS1enumeric52 unique values
0 missing
Eig01_AEA.ed.numeric18 unique values
0 missing
LLS_01numeric6 unique values
0 missing
ATS1inumeric48 unique values
0 missing
Eig01_AEA.ri.numeric29 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS1mnumeric54 unique values
0 missing
Eig01_EAnumeric22 unique values
0 missing
LOCnumeric41 unique values
0 missing
ATS1pnumeric51 unique values
0 missing
Eig01_EA.dm.numeric19 unique values
0 missing
LPRSnumeric45 unique values
0 missing
ATS1snumeric54 unique values
0 missing
Eig01_EA.ed.numeric21 unique values
0 missing
MATS1enumeric45 unique values
0 missing
ATS1vnumeric54 unique values
0 missing
Eig01_EA.ri.numeric26 unique values
0 missing
MATS1inumeric51 unique values
0 missing
ATS2enumeric55 unique values
0 missing
Eig02_AEA.bo.numeric37 unique values
0 missing
MATS1mnumeric42 unique values
0 missing
ATS2inumeric52 unique values
0 missing
Eig02_AEA.dm.numeric43 unique values
0 missing
MATS1pnumeric46 unique values
0 missing
ATS2mnumeric55 unique values
0 missing
Eig02_AEA.ed.numeric29 unique values
0 missing
MATS1snumeric50 unique values
0 missing
ATS2pnumeric54 unique values
0 missing
Eig02_AEA.ri.numeric44 unique values
0 missing
MATS1vnumeric38 unique values
0 missing
ATS2snumeric55 unique values
0 missing
Eig02_EAnumeric34 unique values
0 missing
MATS2enumeric54 unique values
0 missing
ATS2vnumeric55 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
MATS2inumeric48 unique values
0 missing
ATS3enumeric56 unique values
0 missing
Eig02_EA.ed.numeric33 unique values
0 missing
MATS2mnumeric50 unique values
0 missing
ATS3inumeric52 unique values
0 missing
Eig02_EA.ri.numeric45 unique values
0 missing
MATS2pnumeric53 unique values
0 missing
ATS3mnumeric54 unique values
0 missing
Eig03_AEA.bo.numeric40 unique values
0 missing
MATS2snumeric49 unique values
0 missing
ATS3pnumeric55 unique values
0 missing
Eig03_AEA.dm.numeric48 unique values
0 missing
MATS2vnumeric55 unique values
0 missing
ATS3snumeric56 unique values
0 missing
Eig03_AEA.ed.numeric33 unique values
0 missing
MATS3enumeric49 unique values
0 missing
ATS3vnumeric55 unique values
0 missing
Eig03_AEA.ri.numeric48 unique values
0 missing
MATS3inumeric52 unique values
0 missing
ATS4enumeric56 unique values
0 missing
Eig03_EAnumeric36 unique values
0 missing
MATS3mnumeric49 unique values
0 missing
ATS4inumeric53 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
MATS3pnumeric53 unique values
0 missing
ATS4mnumeric53 unique values
0 missing
Eig03_EA.ed.numeric37 unique values
0 missing
MATS3snumeric45 unique values
0 missing
ATS4pnumeric53 unique values
0 missing
Eig03_EA.ri.numeric47 unique values
0 missing
MATS3vnumeric50 unique values
0 missing
ATS4snumeric55 unique values
0 missing
Eig04_AEA.bo.numeric42 unique values
0 missing
MATS4enumeric52 unique values
0 missing
ATS4vnumeric56 unique values
0 missing
Eig04_AEA.dm.numeric50 unique values
0 missing
MATS4inumeric48 unique values
0 missing
ATS5enumeric55 unique values
0 missing
Eig04_AEA.ed.numeric31 unique values
0 missing
MATS4mnumeric51 unique values
0 missing
ATS5inumeric53 unique values
0 missing
Eig04_AEA.ri.numeric47 unique values
0 missing
MATS4pnumeric51 unique values
0 missing
ATS5mnumeric56 unique values
0 missing
Eig04_EAnumeric41 unique values
0 missing
MATS4snumeric51 unique values
0 missing
ATS5pnumeric56 unique values
0 missing
Eig04_EA.bo.numeric41 unique values
0 missing
MATS4vnumeric50 unique values
0 missing
ATS5snumeric53 unique values
0 missing
Eig04_EA.dm.numeric13 unique values
0 missing
MATS5enumeric54 unique values
0 missing
ATS5vnumeric55 unique values
0 missing
Eig04_EA.ed.numeric35 unique values
0 missing
MATS5inumeric50 unique values
0 missing
ATS6enumeric55 unique values
0 missing
Eig04_EA.ri.numeric49 unique values
0 missing
MATS5mnumeric55 unique values
0 missing
ATS6inumeric53 unique values
0 missing
Eig05_AEA.bo.numeric41 unique values
0 missing
MATS5pnumeric54 unique values
0 missing
ATS6mnumeric55 unique values
0 missing
Eig05_AEA.dm.numeric36 unique values
0 missing
MATS5snumeric55 unique values
0 missing
ATS6pnumeric55 unique values
0 missing
Eig05_AEA.ed.numeric35 unique values
0 missing
MATS5vnumeric51 unique values
0 missing
ATS6snumeric52 unique values
0 missing
Eig05_AEA.ri.numeric44 unique values
0 missing
MATS6enumeric50 unique values
0 missing
ATS6vnumeric56 unique values
0 missing
Eig05_EAnumeric40 unique values
0 missing
MATS6inumeric53 unique values
0 missing
ATS7enumeric53 unique values
0 missing
Eig05_EA.bo.numeric35 unique values
0 missing
MATS6mnumeric53 unique values
0 missing
ATS7inumeric50 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
MATS6pnumeric52 unique values
0 missing
ATS7mnumeric52 unique values
0 missing
Eig05_EA.ed.numeric38 unique values
0 missing
MATS6snumeric54 unique values
0 missing
ATS7pnumeric53 unique values
0 missing
Eig05_EA.ri.numeric45 unique values
0 missing
MATS6vnumeric52 unique values
0 missing
ATS7snumeric54 unique values
0 missing
Eig06_AEA.bo.numeric40 unique values
0 missing
MATS7enumeric52 unique values
0 missing
ATS7vnumeric53 unique values
0 missing
Eig06_AEA.dm.numeric35 unique values
0 missing
MATS7inumeric53 unique values
0 missing
ATS8enumeric50 unique values
0 missing
Eig06_AEA.ed.numeric36 unique values
0 missing
MATS7mnumeric53 unique values
0 missing
ATS8inumeric47 unique values
0 missing
Eig06_AEA.ri.numeric47 unique values
0 missing
MATS7pnumeric52 unique values
0 missing
ATS8mnumeric49 unique values
0 missing
Eig06_EAnumeric41 unique values
0 missing
MATS7snumeric51 unique values
0 missing
ATS8pnumeric50 unique values
0 missing
Eig06_EA.bo.numeric45 unique values
0 missing
MATS7vnumeric52 unique values
0 missing
ATS8snumeric50 unique values
0 missing
Eig06_EA.dm.numeric8 unique values
0 missing
MATS8enumeric49 unique values
0 missing
ATS8vnumeric50 unique values
0 missing
Eig06_EA.ed.numeric40 unique values
0 missing
MATS8inumeric46 unique values
0 missing
ATSC1enumeric49 unique values
0 missing
Eig06_EA.ri.numeric50 unique values
0 missing
MATS8mnumeric49 unique values
0 missing
ATSC1inumeric51 unique values
0 missing
Eig07_AEA.bo.numeric46 unique values
0 missing
MATS8pnumeric48 unique values
0 missing
ATSC1mnumeric55 unique values
0 missing
Eig07_AEA.dm.numeric37 unique values
0 missing
MATS8snumeric47 unique values
0 missing
ATSC1pnumeric55 unique values
0 missing
Eig07_AEA.ed.numeric38 unique values
0 missing
MATS8vnumeric47 unique values
0 missing
ATSC1snumeric56 unique values
0 missing
Eig07_AEA.ri.numeric54 unique values
0 missing
MAXDNnumeric56 unique values
0 missing
ATSC1vnumeric55 unique values
0 missing
Eig07_EAnumeric44 unique values
0 missing
MAXDPnumeric55 unique values
0 missing
ATSC2enumeric50 unique values
0 missing
Eig07_EA.bo.numeric45 unique values
0 missing
MCDnumeric35 unique values
0 missing
ATSC2inumeric52 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
MDDDnumeric45 unique values
0 missing
ATSC2mnumeric55 unique values
0 missing
Eig07_EA.ed.numeric41 unique values
0 missing
Menumeric32 unique values
0 missing
ATSC2pnumeric55 unique values
0 missing
Eig07_EA.ri.numeric52 unique values
0 missing
Minumeric26 unique values
0 missing
ATSC2snumeric56 unique values
0 missing
Eig08_AEA.bo.numeric37 unique values
0 missing
MLOGPnumeric47 unique values
0 missing
ATSC2vnumeric55 unique values
0 missing
Eig08_AEA.dm.numeric37 unique values
0 missing
MLOGP2numeric47 unique values
0 missing
ATSC3enumeric54 unique values
0 missing
Eig08_AEA.ed.numeric34 unique values
0 missing
Mpnumeric41 unique values
0 missing
ATSC3inumeric54 unique values
0 missing
Eig08_AEA.ri.numeric42 unique values
0 missing
MPC01numeric28 unique values
0 missing
ATSC3mnumeric56 unique values
0 missing
Eig08_EAnumeric37 unique values
0 missing
MPC02numeric33 unique values
0 missing
ATSC3pnumeric56 unique values
0 missing
Eig08_EA.bo.numeric30 unique values
0 missing
MPC03numeric34 unique values
0 missing
ATSC3snumeric56 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
MPC04numeric36 unique values
0 missing
ATSC3vnumeric56 unique values
0 missing
Eig08_EA.ed.numeric35 unique values
0 missing
MPC05numeric33 unique values
0 missing
ATSC4enumeric54 unique values
0 missing
Eig08_EA.ri.numeric43 unique values
0 missing
MPC06numeric37 unique values
0 missing
ATSC4inumeric56 unique values
0 missing
Eig09_AEA.bo.numeric34 unique values
0 missing
MPC07numeric39 unique values
0 missing
ATSC4mnumeric56 unique values
0 missing
Eig09_AEA.dm.numeric37 unique values
0 missing
MPC08numeric36 unique values
0 missing
ATSC4pnumeric56 unique values
0 missing
Eig09_AEA.ed.numeric37 unique values
0 missing
MPC09numeric40 unique values
0 missing
ATSC4snumeric56 unique values
0 missing
Eig09_AEA.ri.numeric44 unique values
0 missing
MPC10numeric38 unique values
0 missing
ATSC4vnumeric56 unique values
0 missing
Eig09_EAnumeric39 unique values
0 missing
MSDnumeric45 unique values
0 missing
ATSC5enumeric54 unique values
0 missing
Eig09_EA.bo.numeric34 unique values
0 missing
Mvnumeric42 unique values
0 missing
ATSC5inumeric50 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MWnumeric52 unique values
0 missing
ATSC5mnumeric56 unique values
0 missing
Eig09_EA.ed.numeric36 unique values
0 missing
MWC01numeric28 unique values
0 missing
ATSC5pnumeric56 unique values
0 missing
Eig09_EA.ri.numeric44 unique values
0 missing
MWC02numeric39 unique values
0 missing
ATSC5snumeric56 unique values
0 missing
Eig10_AEA.bo.numeric40 unique values
0 missing
MWC03numeric42 unique values
0 missing
ATSC5vnumeric56 unique values
0 missing
Eig10_AEA.dm.numeric45 unique values
0 missing
MWC04numeric45 unique values
0 missing
ATSC6enumeric55 unique values
0 missing
Eig10_AEA.ed.numeric39 unique values
0 missing
MWC05numeric45 unique values
0 missing
ATSC6inumeric52 unique values
0 missing
Eig10_AEA.ri.numeric51 unique values
0 missing
MWC06numeric45 unique values
0 missing
ATSC6mnumeric56 unique values
0 missing
Eig10_EAnumeric41 unique values
0 missing
MWC07numeric45 unique values
0 missing
ATSC6pnumeric56 unique values
0 missing
Eig10_EA.bo.numeric44 unique values
0 missing
MWC08numeric44 unique values
0 missing
ATSC6snumeric56 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
MWC09numeric45 unique values
0 missing
ATSC6vnumeric56 unique values
0 missing
Eig10_EA.ed.numeric45 unique values
0 missing
MWC10numeric45 unique values
0 missing
ATSC7enumeric52 unique values
0 missing
Eig10_EA.ri.numeric48 unique values
0 missing
N.numeric37 unique values
0 missing
ATSC7inumeric55 unique values
0 missing
Eig11_AEA.bo.numeric47 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC7mnumeric55 unique values
0 missing
Eig11_AEA.dm.numeric47 unique values
0 missing
N.068numeric3 unique values
0 missing
ATSC7pnumeric54 unique values
0 missing
Eig11_AEA.ed.numeric36 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC7snumeric55 unique values
0 missing
Eig11_AEA.ri.numeric51 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC7vnumeric54 unique values
0 missing
Eig11_EAnumeric39 unique values
0 missing
N.072numeric4 unique values
0 missing
ATSC8enumeric49 unique values
0 missing
Eig11_EA.bo.numeric47 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC8inumeric46 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC8mnumeric51 unique values
0 missing
Eig11_EA.ed.numeric43 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC8pnumeric51 unique values
0 missing
Eig11_EA.ri.numeric50 unique values
0 missing
N.078numeric2 unique values
0 missing
ATSC8snumeric51 unique values
0 missing
Eig12_AEA.bo.numeric40 unique values
0 missing
N.079numeric2 unique values
0 missing
ATSC8vnumeric51 unique values
0 missing
Eig12_AEA.dm.numeric45 unique values
0 missing
NaaCHnumeric8 unique values
0 missing
BACnumeric19 unique values
0 missing
Eig12_AEA.ed.numeric37 unique values
0 missing
NaasCnumeric6 unique values
0 missing
BBInumeric33 unique values
0 missing
Eig12_AEA.ri.numeric48 unique values
0 missing
NaasNnumeric2 unique values
0 missing
BIC0numeric43 unique values
0 missing
Eig12_EAnumeric37 unique values
0 missing
nArCNnumeric2 unique values
0 missing
BIC1numeric50 unique values
0 missing
Eig12_EA.bo.numeric45 unique values
0 missing
nArC.Nnumeric2 unique values
0 missing
BIC2numeric44 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
BIC3numeric44 unique values
0 missing
Eig12_EA.ed.numeric34 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
BIC4numeric38 unique values
0 missing
Eig12_EA.ri.numeric51 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
BIC5numeric37 unique values
0 missing
Eig13_AEA.bo.numeric38 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
BIDnumeric32 unique values
0 missing
Eig13_AEA.dm.numeric43 unique values
0 missing
nArNH2numeric2 unique values
0 missing
BLInumeric47 unique values
0 missing
Eig13_AEA.ed.numeric29 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
BLTA96numeric43 unique values
0 missing
Eig13_AEA.ri.numeric42 unique values
0 missing
nArNO2numeric2 unique values
0 missing
BLTD48numeric45 unique values
0 missing
Eig13_EAnumeric36 unique values
0 missing
nArOHnumeric4 unique values
0 missing
BLTF96numeric44 unique values
0 missing
Eig13_EA.bo.numeric41 unique values
0 missing
nArORnumeric3 unique values
0 missing
C.numeric35 unique values
0 missing
Eig13_EA.dm.numeric5 unique values
0 missing
nATnumeric36 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig13_EA.ed.numeric40 unique values
0 missing
nBnznumeric2 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig13_EA.ri.numeric41 unique values
0 missing
nBOnumeric28 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig14_AEA.bo.numeric29 unique values
0 missing
nBTnumeric35 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig14_AEA.dm.numeric39 unique values
0 missing
nCnumeric19 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig14_AEA.ed.numeric33 unique values
0 missing
nCb.numeric4 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig14_AEA.ri.numeric40 unique values
0 missing
nCbHnumeric5 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig14_EAnumeric32 unique values
0 missing
nCconjnumeric4 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig14_EA.bo.numeric35 unique values
0 missing
nCICnumeric6 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig14_EA.dm.numeric6 unique values
0 missing
nCIRnumeric7 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig14_EA.ed.numeric37 unique values
0 missing
nCpnumeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig14_EA.ri.numeric40 unique values
0 missing
nCrsnumeric3 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig15_AEA.bo.numeric37 unique values
0 missing
nCRX3numeric2 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig15_AEA.dm.numeric39 unique values
0 missing
nCsnumeric11 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig15_AEA.ed.numeric34 unique values
0 missing
nCspnumeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig15_AEA.ri.numeric38 unique values
0 missing
nCsp2numeric8 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig15_EAnumeric27 unique values
0 missing
nCsp3numeric15 unique values
0 missing
C.037numeric2 unique values
0 missing
Eig15_EA.bo.numeric33 unique values
0 missing
nDBnumeric5 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig15_EA.dm.numeric7 unique values
0 missing
NddsNnumeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig15_EA.ed.numeric34 unique values
0 missing
NdOnumeric4 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig15_EA.ri.numeric41 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eta_alphanumeric48 unique values
0 missing
NdsNnumeric2 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eta_alpha_Anumeric26 unique values
0 missing
NdssCnumeric4 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eta_Bnumeric28 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eta_betanumeric42 unique values
0 missing
nFnumeric2 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
Eta_beta_Anumeric44 unique values
0 missing
nHnumeric25 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
Eta_betaP_Anumeric43 unique values
0 missing
nHAccnumeric10 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_betaSnumeric36 unique values
0 missing
nHDonnumeric8 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eta_betaS_Anumeric37 unique values
0 missing
nHetnumeric10 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eta_Cnumeric56 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_C_Anumeric53 unique values
0 missing
nNnumeric8 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
Eta_epsinumeric51 unique values
0 missing
nN.numeric2 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
Eta_epsi_Anumeric42 unique values
0 missing
nN.C.N.numeric2 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eta_Fnumeric56 unique values
0 missing
NNRSnumeric6 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_FLnumeric49 unique values
0 missing
nOnumeric7 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eta_FL_Anumeric46 unique values
0 missing
nOHsnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_Lnumeric56 unique values
0 missing
nOxolanesnumeric2 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
Eta_L_Anumeric38 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_sh_pnumeric47 unique values
0 missing
nR05numeric4 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
nR06numeric3 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
F.083numeric2 unique values
0 missing
nR09numeric3 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS1enumeric49 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS1inumeric55 unique values
0 missing
nRCONHRnumeric3 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS1mnumeric49 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS1pnumeric54 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
GATS1snumeric51 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
GATS1vnumeric50 unique values
0 missing
nRNR2numeric3 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS2enumeric55 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS2inumeric50 unique values
0 missing
nRORnumeric2 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GATS2mnumeric53 unique values
0 missing
NRSnumeric4 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS2pnumeric51 unique values
0 missing
NsCH3numeric4 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS2snumeric51 unique values
0 missing
NsFnumeric2 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS2vnumeric53 unique values
0 missing
nSKnumeric24 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
GATS3enumeric50 unique values
0 missing
NsNH2numeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS3pnumeric53 unique values
0 missing
NsOHnumeric4 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
GATS3snumeric54 unique values
0 missing
NssCH2numeric11 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
GATS3vnumeric47 unique values
0 missing
NssNHnumeric4 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS4enumeric50 unique values
0 missing
NssOnumeric3 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
GATS4inumeric46 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS4mnumeric52 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS4pnumeric49 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS4snumeric52 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
GATS4vnumeric51 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS5enumeric55 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS5inumeric50 unique values
0 missing
nXnumeric2 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS5mnumeric51 unique values
0 missing
O.numeric38 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
GATS5pnumeric50 unique values
0 missing
O.056numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
56
Number of instances (rows) of the dataset.
NumberOfFeatures
781
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
780
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
7.48
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
0.89
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
36726.73
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.85
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.32
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.29
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
3.22
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
86.21
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.42
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.19
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
-0.35
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
13.95
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.57
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.17
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
100.18
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
0.29
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.07
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.55
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
56
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.18
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
30822.29
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
1.19
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.25
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.26
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3740
0 runs - estimation_procedure: 50 times Clustering
Define a new task