Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL5990 (TID: 102639), and it has 30 rows and 532 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.

534 features

pXC50 (target)numeric30 unique values
0 missing
molecule_id (row identifier)nominal30 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
GATS1pnumeric26 unique values
0 missing
ATSC1mnumeric28 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
GATS1snumeric25 unique values
0 missing
GATS6snumeric29 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
SM10_EA.ri.numeric28 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
GATS2enumeric27 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
CATS2D_02_NNnumeric2 unique values
0 missing
GATS2inumeric27 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
GATS2mnumeric24 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
SM07_EA.ri.numeric26 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS2snumeric29 unique values
0 missing
SM08_EA.ri.numeric28 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS2vnumeric25 unique values
0 missing
SM09_EA.ri.numeric27 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS3enumeric27 unique values
0 missing
SM12_AEA.bo.numeric21 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
GATS3inumeric27 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
GATS3mnumeric28 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
CATS2D_03_DDnumeric7 unique values
0 missing
GATS3pnumeric24 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
CATS2D_03_DLnumeric10 unique values
0 missing
GATS3snumeric28 unique values
0 missing
Eig03_AEA.ri.numeric23 unique values
0 missing
CATS2D_03_DNnumeric3 unique values
0 missing
GATS3vnumeric21 unique values
0 missing
Eig03_EAnumeric19 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS4enumeric24 unique values
0 missing
Eig03_EA.ed.numeric18 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS4inumeric26 unique values
0 missing
Eig03_EA.ri.numeric23 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS4mnumeric25 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
GATS4pnumeric27 unique values
0 missing
SM10_AEA.bo.numeric9 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS4snumeric28 unique values
0 missing
SM11_AEA.bo.numeric19 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS4vnumeric24 unique values
0 missing
SM12_AEA.dm.numeric18 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS6enumeric28 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
SM03_EA.ri.numeric21 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
SpMax7_Bh.e.numeric20 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
SpMax7_Bh.i.numeric24 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
SpMax7_Bh.m.numeric23 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
ATS1mnumeric28 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
ATS2mnumeric28 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
ATS2snumeric28 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
ATSC1pnumeric28 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
ATSC2mnumeric28 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
ATSC7mnumeric29 unique values
0 missing
CATS2D_05_ANnumeric4 unique values
0 missing
ATSC7pnumeric29 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
ATSC8pnumeric29 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
Eig08_AEA.ri.numeric27 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
Eig08_EA.ri.numeric26 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
Eig09_AEA.ed.numeric22 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
Eig09_AEA.ri.numeric25 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
Eig09_EA.ed.numeric23 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
GGI9numeric22 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
Psi_e_1numeric28 unique values
0 missing
CATS2D_06_DAnumeric8 unique values
0 missing
SM02_AEA.dm.numeric22 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
SM03_AEA.dm.numeric21 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
SM03_AEA.ri.numeric22 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
SM03_EAnumeric11 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
SM04_AEA.ri.numeric23 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
SM04_EAnumeric22 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
SM05_EA.ri.numeric26 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
SM06_EA.ri.numeric28 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
SM11_EA.ri.numeric27 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
SpMax2_Bh.m.numeric23 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
SpMax3_Bh.m.numeric21 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
SpMax6_Bh.p.numeric25 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
SpMax7_Bh.v.numeric20 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
SpMax8_Bh.e.numeric26 unique values
0 missing
CATS2D_07_DLnumeric12 unique values
0 missing
SpMax8_Bh.i.numeric24 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
SpMax8_Bh.m.numeric27 unique values
0 missing
CATS2D_07_DPnumeric4 unique values
0 missing
SpMin8_Bh.e.numeric25 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
SpMin8_Bh.i.numeric19 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
SpMin8_Bh.v.numeric25 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
X1vnumeric29 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
X2solnumeric23 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
X2vnumeric29 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
XMODnumeric28 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
ZM1Madnumeric27 unique values
0 missing
CATS2D_08_APnumeric4 unique values
0 missing
ZM2Madnumeric28 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
CATS2D_08_DDnumeric5 unique values
0 missing
Eig06_AEA.ri.numeric25 unique values
0 missing
CATS2D_08_DLnumeric13 unique values
0 missing
NsssCHnumeric6 unique values
0 missing
CATS2D_08_DNnumeric4 unique values
0 missing
SpMax5_Bh.e.numeric24 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
SpMin5_Bh.p.numeric28 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
Eig02_AEA.bo.numeric15 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
Eig03_AEA.bo.numeric18 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
Eig05_EAnumeric23 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
CATS2D_09_DDnumeric6 unique values
0 missing
Eig05_EA.ri.numeric26 unique values
0 missing
CATS2D_09_DLnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric23 unique values
0 missing
CATS2D_09_DPnumeric4 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
Eig07_EA.ed.numeric20 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
SM02_AEA.ri.numeric20 unique values
0 missing
CENTnumeric23 unique values
0 missing
SM05_EAnumeric17 unique values
0 missing
Chi0_AEA.bo.numeric23 unique values
0 missing
SM11_AEA.dm.numeric11 unique values
0 missing
Chi0_AEA.dm.numeric23 unique values
0 missing
SM13_AEA.bo.numeric23 unique values
0 missing
Chi0_AEA.ed.numeric23 unique values
0 missing
SM14_AEA.dm.numeric21 unique values
0 missing
Chi0_AEA.ri.numeric23 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
Chi0_EAnumeric23 unique values
0 missing
Eig04_EA.bo.numeric21 unique values
0 missing
Chi0_EA.bo.numeric24 unique values
0 missing
Eig06_EAnumeric22 unique values
0 missing
Chi0_EA.dm.numeric24 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
Chi0_EA.ed.numeric23 unique values
0 missing
SM14_AEA.bo.numeric22 unique values
0 missing
Chi0_EA.ri.numeric28 unique values
0 missing
SM14_AEA.ri.numeric21 unique values
0 missing
Chi1_AEA.bo.numeric23 unique values
0 missing
SM15_AEA.dm.numeric22 unique values
0 missing
Chi1_AEA.dm.numeric23 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Chi1_AEA.ed.numeric23 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Chi1_AEA.ri.numeric23 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
Chi1_EAnumeric23 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
CATS2D_06_ALnumeric13 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
Eig08_AEA.ed.numeric19 unique values
0 missing
Chi1_EA.ri.numeric28 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
CIC0numeric26 unique values
0 missing
GATS8inumeric28 unique values
0 missing
CIC1numeric28 unique values
0 missing
GGI2numeric11 unique values
0 missing
CIC2numeric29 unique values
0 missing
GGI8numeric19 unique values
0 missing
CIC3numeric29 unique values
0 missing
SpMax3_Bh.p.numeric20 unique values
0 missing
CIC4numeric29 unique values
0 missing
SpMax4_Bh.m.numeric25 unique values
0 missing
CIC5numeric28 unique values
0 missing
SpMax4_Bh.p.numeric22 unique values
0 missing
CIDnumeric22 unique values
0 missing
SpMax5_Bh.i.numeric26 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SpMax5_Bh.v.numeric24 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SpMin4_Bh.s.numeric19 unique values
0 missing
cRo5numeric2 unique values
0 missing
SpMin5_Bh.e.numeric27 unique values
0 missing
CSInumeric23 unique values
0 missing
SpMin5_Bh.i.numeric23 unique values
0 missing
DBInumeric19 unique values
0 missing
SpMin6_Bh.i.numeric22 unique values
0 missing
D.Dtr05numeric19 unique values
0 missing
SpMin8_Bh.p.numeric25 unique values
0 missing
D.Dtr06numeric23 unique values
0 missing
TIC2numeric29 unique values
0 missing
D.Dtr10numeric7 unique values
0 missing
MATS4vnumeric22 unique values
0 missing
DECCnumeric22 unique values
0 missing
AACnumeric26 unique values
0 missing
DELSnumeric29 unique values
0 missing
AECCnumeric23 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ALOGPnumeric29 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
DLS_02numeric3 unique values
0 missing
AMRnumeric29 unique values
0 missing
DLS_03numeric3 unique values
0 missing
AMWnumeric27 unique values
0 missing
DLS_04numeric3 unique values
0 missing
ARRnumeric20 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATS1enumeric28 unique values
0 missing
DLS_06numeric2 unique values
0 missing
ATS1inumeric28 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS1pnumeric28 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
ATS1snumeric26 unique values
0 missing
Dznumeric27 unique values
0 missing
ATS1vnumeric27 unique values
0 missing
ECCnumeric22 unique values
0 missing
ATS2enumeric27 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
ATS2inumeric28 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
Eig01_AEA.ed.numeric9 unique values
0 missing
ATS2vnumeric28 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
ATS3enumeric27 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
ATS3inumeric28 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
ATS3pnumeric29 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
ATS3snumeric28 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
ATS3vnumeric29 unique values
0 missing
Eig02_EA.bo.numeric8 unique values
0 missing
ATS4enumeric27 unique values
0 missing
Eig02_EA.dm.numeric13 unique values
0 missing
ATS4mnumeric29 unique values
0 missing
Eig03_AEA.dm.numeric21 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
Eig03_EA.bo.numeric16 unique values
0 missing
ATS4snumeric29 unique values
0 missing
Eig03_EA.dm.numeric13 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
Eig04_AEA.dm.numeric23 unique values
0 missing
ATS5enumeric29 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig04_EA.dm.numeric12 unique values
0 missing
ATS5mnumeric27 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
ATS5pnumeric29 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig05_EA.bo.numeric18 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
Eig05_EA.dm.numeric12 unique values
0 missing
ATS6enumeric27 unique values
0 missing
Eig06_AEA.dm.numeric11 unique values
0 missing
ATS6inumeric29 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
ATS6mnumeric29 unique values
0 missing
Eig06_EA.ri.numeric26 unique values
0 missing
ATS6pnumeric29 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
ATS6snumeric27 unique values
0 missing
Eig07_AEA.dm.numeric19 unique values
0 missing
ATS6vnumeric28 unique values
0 missing
Eig07_AEA.ri.numeric20 unique values
0 missing
ATS7enumeric29 unique values
0 missing
Eig07_EAnumeric19 unique values
0 missing
ATS7inumeric29 unique values
0 missing
Eig07_EA.bo.numeric20 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
Eig07_EA.dm.numeric12 unique values
0 missing
ATS7pnumeric29 unique values
0 missing
Eig07_EA.ri.numeric21 unique values
0 missing
ATS7snumeric29 unique values
0 missing
Eig08_AEA.bo.numeric24 unique values
0 missing
ATS7vnumeric29 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
ATS8enumeric28 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
ATS8inumeric29 unique values
0 missing
Eig08_EA.dm.numeric12 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig09_AEA.bo.numeric22 unique values
0 missing
ATS8pnumeric28 unique values
0 missing
Eig09_AEA.dm.numeric25 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig09_EA.bo.numeric23 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eig09_EA.dm.numeric12 unique values
0 missing
ATSC1enumeric27 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
ATSC1inumeric27 unique values
0 missing
Eig10_AEA.bo.numeric22 unique values
0 missing
ATSC1snumeric29 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
ATSC1vnumeric28 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
ATSC2enumeric27 unique values
0 missing
Eig10_AEA.ri.numeric23 unique values
0 missing
ATSC2inumeric28 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
ATSC2pnumeric28 unique values
0 missing
Eig10_EA.bo.numeric21 unique values
0 missing
ATSC2vnumeric28 unique values
0 missing
Eig10_EA.dm.numeric8 unique values
0 missing
ATSC3enumeric28 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
ATSC3inumeric29 unique values
0 missing
Eig10_EA.ri.numeric24 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
Eig11_AEA.ed.numeric23 unique values
0 missing
ATSC4enumeric27 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
ATSC4inumeric29 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
ATSC4pnumeric29 unique values
0 missing
Eig11_EA.bo.numeric16 unique values
0 missing
ATSC4snumeric29 unique values
0 missing
Eig11_EA.dm.numeric6 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
Eig11_EA.ed.numeric23 unique values
0 missing
ATSC5enumeric27 unique values
0 missing
Eig11_EA.ri.numeric23 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
Eig12_AEA.bo.numeric17 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
Eig12_AEA.dm.numeric18 unique values
0 missing
ATSC5pnumeric29 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
ATSC5snumeric29 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
ATSC6enumeric29 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
ATSC6inumeric29 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
ATSC6mnumeric29 unique values
0 missing
Eig12_EA.ed.numeric23 unique values
0 missing
ATSC6pnumeric29 unique values
0 missing
Eig12_EA.ri.numeric20 unique values
0 missing
ATSC6snumeric29 unique values
0 missing
Eig13_AEA.bo.numeric23 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
ATSC7enumeric29 unique values
0 missing
Eig13_AEA.ed.numeric22 unique values
0 missing
ATSC7inumeric29 unique values
0 missing
Eig13_AEA.ri.numeric19 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
ATSC8enumeric29 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATSC8inumeric29 unique values
0 missing
Eig13_EA.ed.numeric19 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
Eig13_EA.ri.numeric20 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
Eig14_AEA.bo.numeric21 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig14_AEA.ed.numeric22 unique values
0 missing
BBInumeric21 unique values
0 missing
Eig14_AEA.ri.numeric26 unique values
0 missing
BIC0numeric22 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
BIC1numeric26 unique values
0 missing
Eig14_EA.bo.numeric20 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
BIC3numeric25 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
BIC4numeric24 unique values
0 missing
Eig14_EA.ri.numeric25 unique values
0 missing
BIC5numeric23 unique values
0 missing
Eig15_AEA.bo.numeric18 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig15_AEA.dm.numeric18 unique values
0 missing
BLInumeric26 unique values
0 missing
Eig15_AEA.ed.numeric19 unique values
0 missing
BLTA96numeric28 unique values
0 missing
Eig15_AEA.ri.numeric19 unique values
0 missing
BLTD48numeric28 unique values
0 missing
Eig15_EAnumeric19 unique values
0 missing
BLTF96numeric27 unique values
0 missing
Eig15_EA.bo.numeric20 unique values
0 missing
C.numeric24 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig15_EA.ed.numeric21 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig15_EA.ri.numeric20 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_alphanumeric27 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_alpha_Anumeric20 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
C.008numeric6 unique values
0 missing
Eta_betanumeric24 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_beta_Anumeric24 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
C.025numeric4 unique values
0 missing
Eta_betaP_Anumeric21 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_betaS_Anumeric20 unique values
0 missing
C.040numeric8 unique values
0 missing
Eta_Cnumeric29 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_epsinumeric28 unique values
0 missing
CATS2D_00_DDnumeric5 unique values
0 missing
Eta_epsi_Anumeric24 unique values
0 missing
CATS2D_00_DPnumeric5 unique values
0 missing
Eta_Fnumeric29 unique values
0 missing
CATS2D_00_PPnumeric5 unique values
0 missing
Eta_F_Anumeric29 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eta_FLnumeric26 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
CATS2D_01_LLnumeric14 unique values
0 missing
Eta_Lnumeric29 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_L_Anumeric22 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_sh_pnumeric26 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
Eta_sh_xnumeric20 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
CATS2D_02_DAnumeric8 unique values
0 missing
GATS1enumeric24 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
GATS1inumeric27 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
GATS1mnumeric24 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
30
Number of instances (rows) of the dataset.
NumberOfFeatures
534
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
533
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
17.8
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
3
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
0.92
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.11
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
28.23
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
0.74
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.06
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.48
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
30
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.75
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
6723.13
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
6.77
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.31
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.85
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.48
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
2.29
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9749.59
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.97
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.53
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
1.06
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
4.44
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
31.6
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.29
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.27
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.24
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-CHEMBL5990
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5990
0 runs - estimation_procedure: 50 times Clustering
Define a new task