Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409

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: CHEMBL3409 (TID: 10372), and it has 19 rows and 541 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.

543 features

pXC50 (target)numeric16 unique values
0 missing
molecule_id (row identifier)nominal19 unique values
0 missing
GGI5numeric17 unique values
0 missing
Eta_Lnumeric19 unique values
0 missing
ATSC5snumeric19 unique values
0 missing
GGI6numeric17 unique values
0 missing
GMTInumeric19 unique values
0 missing
C.003numeric4 unique values
0 missing
GGI7numeric18 unique values
0 missing
GMTIVnumeric19 unique values
0 missing
C.008numeric5 unique values
0 missing
GGI8numeric17 unique values
0 missing
HDcpxnumeric19 unique values
0 missing
C.028numeric2 unique values
0 missing
GGI9numeric17 unique values
0 missing
IACnumeric19 unique values
0 missing
C.033numeric3 unique values
0 missing
H.047numeric14 unique values
0 missing
IDDMnumeric19 unique values
0 missing
C.034numeric2 unique values
0 missing
MPC08numeric18 unique values
0 missing
IDETnumeric19 unique values
0 missing
C.041numeric2 unique values
0 missing
MPC09numeric18 unique values
0 missing
IDMnumeric19 unique values
0 missing
C.042numeric2 unique values
0 missing
MPC10numeric17 unique values
0 missing
IDMTnumeric19 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
nABnumeric7 unique values
0 missing
ISIZnumeric18 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
nBMnumeric12 unique values
0 missing
IVDMnumeric19 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
nCpnumeric6 unique values
0 missing
LPRSnumeric19 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
nCsp2numeric11 unique values
0 missing
MDDDnumeric19 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
nDBnumeric8 unique values
0 missing
MPC01numeric18 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
NdOnumeric7 unique values
0 missing
MPC02numeric19 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
NdssCnumeric9 unique values
0 missing
MPC03numeric17 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
nHAccnumeric9 unique values
0 missing
MPC04numeric18 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
nHetnumeric9 unique values
0 missing
MPC05numeric17 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
nOnumeric8 unique values
0 missing
MPC06numeric18 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
NsCH3numeric6 unique values
0 missing
MPC07numeric19 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
O.058numeric7 unique values
0 missing
MWnumeric19 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
PHInumeric19 unique values
0 missing
MWC01numeric18 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
piPC05numeric19 unique values
0 missing
MWC02numeric19 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
piPC06numeric19 unique values
0 missing
MWC03numeric19 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
piPC07numeric18 unique values
0 missing
MWC04numeric19 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
P_VSA_LogP_1numeric7 unique values
0 missing
MWC05numeric19 unique values
0 missing
CATS2D_05_DLnumeric12 unique values
0 missing
P_VSA_LogP_5numeric10 unique values
0 missing
MWC06numeric18 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
P_VSA_MR_6numeric14 unique values
0 missing
MWC07numeric19 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
P_VSA_s_6numeric11 unique values
0 missing
MWC08numeric19 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
Qindexnumeric13 unique values
0 missing
MWC09numeric19 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
Ramnumeric11 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
Rperimnumeric7 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
SdOnumeric19 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
SM03_AEA.ri.numeric18 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
SM03_EAnumeric11 unique values
0 missing
CATS2D_07_DDnumeric5 unique values
0 missing
SM03_EA.bo.numeric15 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
SM03_EA.ed.numeric15 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
SM03_EA.ri.numeric14 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
SM04_AEA.ri.numeric18 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
SM04_EA.ed.numeric19 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
SM05_AEA.ri.numeric16 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
SM05_EAnumeric15 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
SM05_EA.bo.numeric16 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
SM05_EA.ri.numeric17 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
SM06_AEA.dm.numeric18 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
SM06_AEA.ri.numeric17 unique values
0 missing
CATS2D_09_ALnumeric15 unique values
0 missing
SM07_AEA.ed.numeric19 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
SM07_EAnumeric15 unique values
0 missing
CATS2D_09_DAnumeric8 unique values
0 missing
SM07_EA.ri.numeric17 unique values
0 missing
CATS2D_09_DDnumeric6 unique values
0 missing
SM08_AEA.bo.numeric19 unique values
0 missing
CATS2D_09_DPnumeric4 unique values
0 missing
SM08_AEA.ed.numeric19 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
SM08_EA.ri.numeric19 unique values
0 missing
D.Dtr05numeric5 unique values
0 missing
SM09_AEA.ed.numeric19 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
SM09_AEA.ri.numeric16 unique values
0 missing
DLS_02numeric5 unique values
0 missing
SM09_EAnumeric16 unique values
0 missing
Eig01_AEA.ri.numeric7 unique values
0 missing
SM09_EA.ri.numeric18 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
SM10_AEA.bo.numeric13 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
SM10_AEA.ed.numeric18 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
SM10_AEA.ri.numeric18 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
SM10_EAnumeric19 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
SM10_EA.ri.numeric19 unique values
0 missing
Eig05_EA.dm.numeric8 unique values
0 missing
SM11_AEA.bo.numeric13 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
SM11_AEA.dm.numeric10 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
SM11_EA.ri.numeric18 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
SM12_AEA.bo.numeric14 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
SM12_AEA.dm.numeric10 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
SM12_AEA.ri.numeric14 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
SM12_EA.ri.numeric19 unique values
0 missing
Eta_F_Anumeric19 unique values
0 missing
SM13_AEA.bo.numeric16 unique values
0 missing
GATS2snumeric18 unique values
0 missing
SM13_AEA.dm.numeric13 unique values
0 missing
GATS3enumeric19 unique values
0 missing
SM13_EA.ri.numeric18 unique values
0 missing
GATS3snumeric19 unique values
0 missing
SM14_AEA.bo.numeric18 unique values
0 missing
GATS4enumeric18 unique values
0 missing
SM14_AEA.dm.numeric15 unique values
0 missing
H.048numeric3 unique values
0 missing
SM14_EA.ri.numeric19 unique values
0 missing
H.050numeric8 unique values
0 missing
SM15_AEA.bo.numeric18 unique values
0 missing
H.052numeric6 unique values
0 missing
SM15_AEA.dm.numeric14 unique values
0 missing
H.053numeric2 unique values
0 missing
SM15_EA.ri.numeric17 unique values
0 missing
Hynumeric19 unique values
0 missing
SpMax2_Bh.m.numeric15 unique values
0 missing
IC1numeric19 unique values
0 missing
SpMax2_Bh.p.numeric14 unique values
0 missing
IC3numeric17 unique values
0 missing
SpMax2_Bh.v.numeric14 unique values
0 missing
IC4numeric18 unique values
0 missing
SpMax3_Bh.e.numeric14 unique values
0 missing
LLS_02numeric6 unique values
0 missing
SpMax3_Bh.i.numeric14 unique values
0 missing
MATS2enumeric16 unique values
0 missing
SpMax3_Bh.p.numeric15 unique values
0 missing
MATS2inumeric18 unique values
0 missing
SpMax3_Bh.v.numeric15 unique values
0 missing
MATS2snumeric19 unique values
0 missing
SpMax5_Bh.s.numeric8 unique values
0 missing
MATS3snumeric19 unique values
0 missing
SpMax7_Bh.e.numeric18 unique values
0 missing
MATS4enumeric19 unique values
0 missing
SpMax7_Bh.i.numeric18 unique values
0 missing
MAXDPnumeric19 unique values
0 missing
SpMax7_Bh.m.numeric19 unique values
0 missing
MLOGPnumeric19 unique values
0 missing
SpMax7_Bh.s.numeric12 unique values
0 missing
MLOGP2numeric19 unique values
0 missing
SpMin3_Bh.i.numeric14 unique values
0 missing
N.numeric15 unique values
0 missing
SpMin3_Bh.p.numeric17 unique values
0 missing
N.066numeric3 unique values
0 missing
SpMin3_Bh.v.numeric18 unique values
0 missing
N.067numeric2 unique values
0 missing
SpMin5_Bh.s.numeric17 unique values
0 missing
N.073numeric3 unique values
0 missing
SsCH3numeric18 unique values
0 missing
N.075numeric2 unique values
0 missing
TIEnumeric19 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
TRSnumeric7 unique values
0 missing
NaaCHnumeric11 unique values
0 missing
Ucnumeric12 unique values
0 missing
NaaNnumeric2 unique values
0 missing
Uinumeric12 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
Uindexnumeric19 unique values
0 missing
nC..N.N2numeric2 unique values
0 missing
AECCnumeric19 unique values
0 missing
nCtnumeric4 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
nHDonnumeric8 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
nR05numeric3 unique values
0 missing
D.Dtr06numeric18 unique values
0 missing
nR09numeric2 unique values
0 missing
DECCnumeric19 unique values
0 missing
nRCONH2numeric2 unique values
0 missing
HVcpxnumeric19 unique values
0 missing
nRNH2numeric3 unique values
0 missing
ICRnumeric19 unique values
0 missing
nSnumeric3 unique values
0 missing
IDEnumeric18 unique values
0 missing
NsNH2numeric3 unique values
0 missing
MSDnumeric19 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
SpMin4_Bh.e.numeric18 unique values
0 missing
NsssCHnumeric7 unique values
0 missing
SpMin5_Bh.e.numeric19 unique values
0 missing
P_VSA_i_1numeric4 unique values
0 missing
SpMin5_Bh.m.numeric18 unique values
0 missing
P_VSA_LogP_3numeric13 unique values
0 missing
Wapnumeric19 unique values
0 missing
P_VSA_LogP_4numeric9 unique values
0 missing
ATSC1enumeric19 unique values
0 missing
P_VSA_LogP_6numeric3 unique values
0 missing
BIC1numeric18 unique values
0 missing
P_VSA_MR_2numeric12 unique values
0 missing
GATS3mnumeric19 unique values
0 missing
P_VSA_s_4numeric12 unique values
0 missing
PW5numeric12 unique values
0 missing
Rbridnumeric2 unique values
0 missing
SIC1numeric19 unique values
0 missing
RCInumeric4 unique values
0 missing
AMRnumeric19 unique values
0 missing
RFDnumeric3 unique values
0 missing
ATS1enumeric19 unique values
0 missing
SaaaCnumeric4 unique values
0 missing
ATS1inumeric19 unique values
0 missing
SaaNnumeric4 unique values
0 missing
ATS1mnumeric19 unique values
0 missing
SaaNHnumeric4 unique values
0 missing
ATS1pnumeric19 unique values
0 missing
SAdonnumeric9 unique values
0 missing
ATS1snumeric18 unique values
0 missing
SddssSnumeric5 unique values
0 missing
ATS1vnumeric19 unique values
0 missing
SdssCnumeric19 unique values
0 missing
ATS2enumeric19 unique values
0 missing
SM02_AEA.ri.numeric17 unique values
0 missing
ATS2inumeric19 unique values
0 missing
SM02_EA.dm.numeric14 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
SM03_EA.dm.numeric9 unique values
0 missing
ATS2pnumeric19 unique values
0 missing
SM04_EA.dm.numeric14 unique values
0 missing
ATS2snumeric19 unique values
0 missing
SM05_EA.dm.numeric12 unique values
0 missing
ATS2vnumeric19 unique values
0 missing
SM07_EA.dm.numeric12 unique values
0 missing
ATS3enumeric19 unique values
0 missing
SM09_EA.dm.numeric12 unique values
0 missing
ATS3inumeric19 unique values
0 missing
SpAD_EA.dm.numeric14 unique values
0 missing
ATS3mnumeric19 unique values
0 missing
SpDiam_AEA.bo.numeric16 unique values
0 missing
ATS3pnumeric19 unique values
0 missing
SpDiam_AEA.ed.numeric13 unique values
0 missing
ATS3snumeric19 unique values
0 missing
SpDiam_EA.ri.numeric7 unique values
0 missing
ATS3vnumeric19 unique values
0 missing
SpMAD_EA.ri.numeric16 unique values
0 missing
ATS4enumeric19 unique values
0 missing
SpMax3_Bh.s.numeric7 unique values
0 missing
ATS4inumeric18 unique values
0 missing
SpMax4_Bh.m.numeric17 unique values
0 missing
ATS4mnumeric19 unique values
0 missing
SpMax_AEA.ri.numeric7 unique values
0 missing
ATS4pnumeric19 unique values
0 missing
SpMax_EA.ri.numeric7 unique values
0 missing
ATS4snumeric19 unique values
0 missing
SpMin2_Bh.e.numeric12 unique values
0 missing
ATS4vnumeric19 unique values
0 missing
SpMin2_Bh.p.numeric15 unique values
0 missing
ATS5enumeric19 unique values
0 missing
SpMin4_Bh.s.numeric17 unique values
0 missing
ATS5inumeric18 unique values
0 missing
SRW05numeric3 unique values
0 missing
ATS5mnumeric19 unique values
0 missing
SRW07numeric3 unique values
0 missing
ATS5pnumeric19 unique values
0 missing
SRW09numeric3 unique values
0 missing
ATS5snumeric19 unique values
0 missing
SssCH2numeric19 unique values
0 missing
ATS5vnumeric19 unique values
0 missing
SsssCHnumeric10 unique values
0 missing
ATS6enumeric18 unique values
0 missing
ALOGPnumeric19 unique values
0 missing
ATS6inumeric19 unique values
0 missing
ATS7snumeric19 unique values
0 missing
ATS6mnumeric19 unique values
0 missing
ATSC2enumeric19 unique values
0 missing
ATS6pnumeric19 unique values
0 missing
ATSC3enumeric18 unique values
0 missing
ATS6snumeric19 unique values
0 missing
ATSC3snumeric19 unique values
0 missing
ATS6vnumeric19 unique values
0 missing
ATSC4enumeric19 unique values
0 missing
ATS7enumeric19 unique values
0 missing
ATSC4snumeric19 unique values
0 missing
ATS7inumeric17 unique values
0 missing
ATSC5enumeric19 unique values
0 missing
ATS7mnumeric19 unique values
0 missing
ATSC6enumeric19 unique values
0 missing
ATS7pnumeric19 unique values
0 missing
ATSC7enumeric19 unique values
0 missing
ATS7vnumeric19 unique values
0 missing
ATSC7snumeric19 unique values
0 missing
ATS8enumeric19 unique values
0 missing
ATSC8enumeric19 unique values
0 missing
ATS8mnumeric19 unique values
0 missing
ATSC8snumeric19 unique values
0 missing
ATS8pnumeric19 unique values
0 missing
BACnumeric16 unique values
0 missing
ATS8snumeric19 unique values
0 missing
C.001numeric6 unique values
0 missing
ATS8vnumeric19 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
ATSC1pnumeric18 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
ATSC1vnumeric19 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
ATSC2inumeric19 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
ATSC2pnumeric19 unique values
0 missing
CATS2D_08_APnumeric4 unique values
0 missing
ATSC2vnumeric19 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
ATSC3inumeric19 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
ATSC3mnumeric19 unique values
0 missing
CIC4numeric19 unique values
0 missing
ATSC3pnumeric19 unique values
0 missing
CIC5numeric19 unique values
0 missing
ATSC3vnumeric19 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
ATSC4inumeric19 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
ATSC4mnumeric19 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
ATSC4pnumeric19 unique values
0 missing
Eig02_EA.bo.numeric14 unique values
0 missing
ATSC4vnumeric19 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
ATSC5inumeric19 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
ATSC5mnumeric19 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
ATSC5pnumeric19 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
ATSC5vnumeric19 unique values
0 missing
Eig03_EAnumeric13 unique values
0 missing
ATSC6inumeric19 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
ATSC6mnumeric19 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
ATSC6pnumeric19 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
ATSC6vnumeric19 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
ATSC7inumeric19 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
ATSC7mnumeric19 unique values
0 missing
Eig04_EA.ed.numeric13 unique values
0 missing
ATSC7pnumeric19 unique values
0 missing
Eig04_EA.ri.numeric15 unique values
0 missing
ATSC7vnumeric19 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
ATSC8mnumeric19 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
ATSC8pnumeric19 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
BBInumeric19 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
BIC0numeric18 unique values
0 missing
Eig05_EA.ed.numeric15 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
CENTnumeric19 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
Eig06_AEA.ed.numeric14 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
Chi0_EA.bo.numeric19 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
Chi0_EA.ed.numeric19 unique values
0 missing
Eig06_EA.ri.numeric16 unique values
0 missing
Chi0_EA.ri.numeric19 unique values
0 missing
Eig07_AEA.bo.numeric17 unique values
0 missing
Chi1_AEA.bo.numeric19 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
Chi1_AEA.dm.numeric19 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
Chi1_AEA.ed.numeric19 unique values
0 missing
Eig07_AEA.ri.numeric18 unique values
0 missing
Chi1_AEA.ri.numeric19 unique values
0 missing
Eig07_EAnumeric18 unique values
0 missing
Chi1_EAnumeric19 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
Chi1_EA.bo.numeric19 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
Chi1_EA.ed.numeric19 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
Chi1_EA.ri.numeric19 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
CIC0numeric19 unique values
0 missing
Eig08_AEA.dm.numeric15 unique values
0 missing
CIC2numeric19 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
CIDnumeric19 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
CSInumeric19 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
DBInumeric19 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
DELSnumeric19 unique values
0 missing
Eig09_AEA.dm.numeric16 unique values
0 missing
Dznumeric18 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
ECCnumeric19 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
Eig08_AEA.ri.numeric19 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
Eig08_EAnumeric19 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
Eig09_AEA.bo.numeric17 unique values
0 missing
Eig10_EA.ed.numeric16 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
Eig09_EA.bo.numeric19 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
Eig10_AEA.ri.numeric18 unique values
0 missing
Eig12_AEA.bo.numeric16 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
Eig12_AEA.dm.numeric14 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
Eig12_EAnumeric18 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
Eig13_AEA.dm.numeric12 unique values
0 missing
Eig11_EA.bo.numeric17 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
Eig13_EA.ri.numeric18 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
Eig14_AEA.bo.numeric15 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
Eig12_EA.ed.numeric18 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
Eig15_AEA.bo.numeric17 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
Eig15_AEA.dm.numeric14 unique values
0 missing
Eig13_EA.bo.numeric18 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
Eig15_EA.ed.numeric18 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
Eig14_EA.ri.numeric18 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
Eig15_AEA.ri.numeric19 unique values
0 missing
Eta_Fnumeric19 unique values
0 missing
Eig15_EAnumeric19 unique values
0 missing
Eta_FLnumeric17 unique values
0 missing
Eig15_EA.ri.numeric18 unique values
0 missing
GGI1numeric12 unique values
0 missing
Eta_alphanumeric19 unique values
0 missing
GGI10numeric18 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
GGI2numeric12 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
GGI3numeric17 unique values
0 missing
Eta_Cnumeric19 unique values
0 missing
GGI4numeric17 unique values
0 missing
Eta_epsinumeric19 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
19
Number of instances (rows) of the dataset.
NumberOfFeatures
543
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
542
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
28.58
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.04
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
0.47
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.32
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3161
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
0.36
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.13
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.94
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
13.15
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5
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
486245.58
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
1.24
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
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
9.04
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.57
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
2.69
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.38
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
688160.18
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
5.43
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
1.85
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
0.29
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
2207.6
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.31
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.01
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.63
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-CHEMBL3409
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3409
0 runs - estimation_procedure: 50 times Clustering
Define a new task