Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094

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: CHEMBL5094 (TID: 101068), and it has 16 rows and 611 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.

613 features

pXC50 (target)numeric16 unique values
0 missing
molecule_id (row identifier)nominal16 unique values
0 missing
SpMax5_Bh.m.numeric14 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
SpMax5_Bh.v.numeric16 unique values
0 missing
cRo5numeric2 unique values
0 missing
D.Dtr08numeric8 unique values
0 missing
Ucnumeric9 unique values
0 missing
DBInumeric14 unique values
0 missing
GATS2enumeric16 unique values
0 missing
Uinumeric10 unique values
0 missing
D.Dtr04numeric16 unique values
0 missing
GATS5vnumeric16 unique values
0 missing
Vindexnumeric14 unique values
0 missing
D.Dtr05numeric16 unique values
0 missing
MATS8inumeric15 unique values
0 missing
X4Anumeric8 unique values
0 missing
DELSnumeric16 unique values
0 missing
piPC07numeric16 unique values
0 missing
Xindexnumeric15 unique values
0 missing
DLS_01numeric4 unique values
0 missing
P_VSA_LogP_2numeric16 unique values
0 missing
Yindexnumeric15 unique values
0 missing
DLS_02numeric4 unique values
0 missing
P_VSA_LogP_5numeric11 unique values
0 missing
ZM2Kupnumeric16 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI4numeric13 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
DLS_04numeric5 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
JGI6numeric9 unique values
0 missing
DLS_07numeric2 unique values
0 missing
SM15_AEA.ri.numeric15 unique values
0 missing
P_VSA_e_2numeric16 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
MATS2enumeric16 unique values
0 missing
P_VSA_p_3numeric16 unique values
0 missing
Dznumeric16 unique values
0 missing
P_VSA_m_2numeric16 unique values
0 missing
P_VSA_v_3numeric16 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
GATS3mnumeric16 unique values
0 missing
GATS7mnumeric16 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
AECCnumeric16 unique values
0 missing
MATS6snumeric15 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
ATS5mnumeric16 unique values
0 missing
MATS8mnumeric16 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
ATS7mnumeric16 unique values
0 missing
SpMAD_EA.bo.numeric15 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
ATS8mnumeric16 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
ATS8vnumeric16 unique values
0 missing
ALOGPnumeric16 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
BIDnumeric15 unique values
0 missing
ALOGP2numeric16 unique values
0 missing
Eig01_EA.ri.numeric14 unique values
0 missing
C.017numeric3 unique values
0 missing
AMRnumeric16 unique values
0 missing
Eig02_AEA.dm.numeric13 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
AMWnumeric16 unique values
0 missing
Eig02_AEA.ed.numeric16 unique values
0 missing
CENTnumeric16 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
ATS1enumeric16 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
ATS1inumeric15 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
Eig02_EA.ed.numeric16 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
ATS1snumeric15 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
ATS2enumeric16 unique values
0 missing
Eig03_AEA.dm.numeric15 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
ATS2mnumeric16 unique values
0 missing
Eig03_AEA.ri.numeric16 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
ATS2pnumeric16 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
ATS2snumeric16 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
ATS2vnumeric16 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig03_EA.ri.numeric16 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig04_AEA.bo.numeric16 unique values
0 missing
Chi1_EA.ri.numeric16 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
CIDnumeric16 unique values
0 missing
ATS3pnumeric15 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
CSInumeric16 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
D.Dtr07numeric10 unique values
0 missing
ATS4enumeric16 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
DECCnumeric16 unique values
0 missing
ATS4inumeric16 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
ECCnumeric16 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
ATS4pnumeric16 unique values
0 missing
Eig04_EA.ri.numeric16 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
ATS4snumeric16 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
ATS4vnumeric16 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
ATS5enumeric16 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
ATS5inumeric16 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
ATS5pnumeric16 unique values
0 missing
Eig05_EA.dm.numeric13 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
ATS5snumeric16 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
Eig08_EA.ri.numeric16 unique values
0 missing
ATS5vnumeric16 unique values
0 missing
Eig05_EA.ri.numeric15 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
ATS6enumeric16 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
ATS6inumeric16 unique values
0 missing
Eig06_AEA.dm.numeric15 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
ATS6mnumeric16 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
Eig09_EA.ri.numeric14 unique values
0 missing
ATS6pnumeric16 unique values
0 missing
Eig06_AEA.ri.numeric15 unique values
0 missing
Eig10_AEA.bo.numeric15 unique values
0 missing
ATS6snumeric16 unique values
0 missing
Eig06_EAnumeric14 unique values
0 missing
Eig10_AEA.ri.numeric16 unique values
0 missing
ATS6vnumeric16 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATS7enumeric16 unique values
0 missing
Eig06_EA.dm.numeric13 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
ATS7inumeric15 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
Eig10_EA.ed.numeric16 unique values
0 missing
ATS7pnumeric16 unique values
0 missing
Eig06_EA.ri.numeric15 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
ATS7snumeric16 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
ATS7vnumeric16 unique values
0 missing
Eig07_AEA.dm.numeric15 unique values
0 missing
Eig11_AEA.ri.numeric16 unique values
0 missing
ATS8enumeric16 unique values
0 missing
Eig07_AEA.ed.numeric16 unique values
0 missing
Eig11_EAnumeric16 unique values
0 missing
ATS8inumeric16 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
Eig11_EA.bo.numeric16 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig07_EA.dm.numeric13 unique values
0 missing
Eig11_EA.ri.numeric16 unique values
0 missing
ATSC1inumeric16 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
Eig12_AEA.bo.numeric16 unique values
0 missing
ATSC1mnumeric16 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
ATSC1pnumeric16 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
ATSC1snumeric16 unique values
0 missing
Eig08_EA.dm.numeric10 unique values
0 missing
Eig12_EAnumeric16 unique values
0 missing
ATSC1vnumeric16 unique values
0 missing
Eig08_EA.ed.numeric16 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
ATSC2enumeric16 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
Eig12_EA.ed.numeric15 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig09_AEA.dm.numeric16 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
ATSC2mnumeric16 unique values
0 missing
Eig09_AEA.ed.numeric15 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
ATSC2pnumeric16 unique values
0 missing
Eig09_EA.bo.numeric16 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
ATSC2snumeric16 unique values
0 missing
Eig09_EA.dm.numeric9 unique values
0 missing
Eig13_AEA.ri.numeric15 unique values
0 missing
ATSC2vnumeric16 unique values
0 missing
Eig10_AEA.dm.numeric16 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
Eig10_EA.dm.numeric7 unique values
0 missing
Eig13_EA.ed.numeric16 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
ATSC3snumeric16 unique values
0 missing
Eig12_AEA.ed.numeric14 unique values
0 missing
Eig14_AEA.dm.numeric15 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
ATSC4enumeric15 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
ATSC4inumeric16 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
ATSC4mnumeric16 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
ATSC4pnumeric16 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
ATSC4snumeric16 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
ATSC4vnumeric16 unique values
0 missing
Eta_Bnumeric16 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
ATSC5enumeric16 unique values
0 missing
Eta_B_Anumeric13 unique values
0 missing
Eig15_AEA.dm.numeric16 unique values
0 missing
ATSC5inumeric16 unique values
0 missing
Eta_beta_Anumeric16 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
ATSC5mnumeric16 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
ATSC5pnumeric16 unique values
0 missing
Eta_Cnumeric16 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
ATSC5snumeric16 unique values
0 missing
Eta_C_Anumeric14 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
ATSC5vnumeric16 unique values
0 missing
Eta_epsinumeric16 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
ATSC6enumeric16 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
ATSC6inumeric16 unique values
0 missing
Eta_F_Anumeric16 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
ATSC6mnumeric16 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
ATSC6pnumeric16 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
ATSC6snumeric16 unique values
0 missing
Eta_Fnumeric16 unique values
0 missing
ATSC6vnumeric16 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
ATSC7enumeric16 unique values
0 missing
GATS5mnumeric15 unique values
0 missing
ATSC7inumeric16 unique values
0 missing
GGI7numeric15 unique values
0 missing
ATSC7mnumeric16 unique values
0 missing
GMTInumeric16 unique values
0 missing
ATSC7pnumeric16 unique values
0 missing
GMTIVnumeric16 unique values
0 missing
ATSC7snumeric16 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
ATSC7vnumeric16 unique values
0 missing
HVcpxnumeric16 unique values
0 missing
ATSC8enumeric16 unique values
0 missing
IC1numeric16 unique values
0 missing
ATSC8inumeric16 unique values
0 missing
ICRnumeric16 unique values
0 missing
ATSC8mnumeric16 unique values
0 missing
IDDMnumeric16 unique values
0 missing
ATSC8pnumeric16 unique values
0 missing
IDEnumeric16 unique values
0 missing
ATSC8snumeric16 unique values
0 missing
IDETnumeric16 unique values
0 missing
ATSC8vnumeric16 unique values
0 missing
IDMnumeric16 unique values
0 missing
BACnumeric15 unique values
0 missing
IDMTnumeric16 unique values
0 missing
BBInumeric12 unique values
0 missing
IVDMnumeric15 unique values
0 missing
BIC0numeric14 unique values
0 missing
LPRSnumeric16 unique values
0 missing
BIC1numeric16 unique values
0 missing
MATS5mnumeric15 unique values
0 missing
BIC2numeric16 unique values
0 missing
MAXDPnumeric16 unique values
0 missing
BIC3numeric15 unique values
0 missing
MDDDnumeric16 unique values
0 missing
BIC4numeric15 unique values
0 missing
MPC01numeric12 unique values
0 missing
BIC5numeric15 unique values
0 missing
MPC09numeric16 unique values
0 missing
BLInumeric15 unique values
0 missing
MSDnumeric16 unique values
0 missing
C.numeric15 unique values
0 missing
MWC01numeric12 unique values
0 missing
C.001numeric4 unique values
0 missing
MWC02numeric13 unique values
0 missing
C.002numeric3 unique values
0 missing
MWC03numeric15 unique values
0 missing
C.003numeric3 unique values
0 missing
nBOnumeric12 unique values
0 missing
C.005numeric3 unique values
0 missing
nR07numeric2 unique values
0 missing
C.006numeric5 unique values
0 missing
nR08numeric2 unique values
0 missing
C.008numeric4 unique values
0 missing
nR.Ctnumeric3 unique values
0 missing
C.009numeric2 unique values
0 missing
nSKnumeric12 unique values
0 missing
C.011numeric2 unique values
0 missing
ON1numeric16 unique values
0 missing
C.016numeric2 unique values
0 missing
PCDnumeric16 unique values
0 missing
C.019numeric3 unique values
0 missing
piIDnumeric16 unique values
0 missing
C.024numeric6 unique values
0 missing
piPC01numeric15 unique values
0 missing
C.025numeric2 unique values
0 missing
piPC02numeric16 unique values
0 missing
C.026numeric2 unique values
0 missing
piPC03numeric16 unique values
0 missing
C.027numeric3 unique values
0 missing
piPC04numeric16 unique values
0 missing
C.028numeric2 unique values
0 missing
piPC05numeric16 unique values
0 missing
C.031numeric2 unique values
0 missing
piPC06numeric16 unique values
0 missing
C.033numeric3 unique values
0 missing
piPC08numeric16 unique values
0 missing
C.034numeric2 unique values
0 missing
piPC09numeric16 unique values
0 missing
C.040numeric4 unique values
0 missing
piPC10numeric16 unique values
0 missing
C.041numeric2 unique values
0 missing
Psi_e_0numeric16 unique values
0 missing
C.044numeric2 unique values
0 missing
Psi_i_0numeric16 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
RDCHInumeric16 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
RDSQnumeric16 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
S0Knumeric16 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
S2Knumeric16 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
SCBOnumeric15 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
SM02_AEA.bo.numeric15 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
SM02_AEA.dm.numeric16 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
SM02_EA.bo.numeric16 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
SM03_AEA.bo.numeric16 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
SM03_AEA.dm.numeric15 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
SM04_AEA.dm.numeric16 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
SM04_AEA.ri.numeric14 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
SM05_AEA.dm.numeric16 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
SM05_AEA.ri.numeric16 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
SM06_AEA.dm.numeric16 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
SM06_AEA.ri.numeric15 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
SM06_EA.dm.numeric16 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
SM07_AEA.dm.numeric15 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
SM07_AEA.ri.numeric15 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
SM08_AEA.dm.numeric14 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
SM08_AEA.ri.numeric16 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
SM08_EA.dm.numeric15 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
SM09_AEA.dm.numeric14 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
SM09_AEA.ri.numeric16 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
SM10_AEA.ri.numeric12 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
SM10_EA.dm.numeric15 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
SM12_EA.dm.numeric15 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
SM14_EA.dm.numeric12 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
SMTInumeric16 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
SMTIVnumeric16 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
SNarnumeric15 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
SpAD_AEA.bo.numeric16 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
SpAD_AEA.dm.numeric16 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
SpAD_AEA.ri.numeric16 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
SpAD_EAnumeric16 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
SpAD_EA.bo.numeric16 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
SpAD_EA.ri.numeric16 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
SpDiam_EA.dm.numeric6 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
SpMAD_AEA.ed.numeric16 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
SpMax5_Bh.e.numeric15 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
SpMax5_Bh.i.numeric15 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
SpMax6_Bh.m.numeric16 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
SpMax8_Bh.p.numeric14 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
SpMax8_Bh.v.numeric14 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
SpMaxA_AEA.bo.numeric14 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
SpMaxA_AEA.dm.numeric13 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
SpMaxA_AEA.ed.numeric13 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
SpMaxA_AEA.ri.numeric14 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
SpMaxA_EAnumeric12 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
SpMaxA_EA.bo.numeric13 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
SpMaxA_EA.dm.numeric12 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
SpMaxA_EA.ed.numeric13 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
SpMaxA_EA.ri.numeric13 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
SpMax_EA.dm.numeric5 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
SpMin1_Bh.p.numeric10 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
SpMin8_Bh.e.numeric16 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
SpMin8_Bh.i.numeric15 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
SRW02numeric12 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
UNIPnumeric15 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
VARnumeric15 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
X1numeric16 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
X1Madnumeric16 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
X1solnumeric16 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
X3numeric16 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
X3Anumeric11 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
X3solnumeric16 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
X4numeric16 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
X5numeric16 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
XMODnumeric16 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
Xtnumeric15 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
Xunumeric16 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
ZM1numeric13 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
ZM2numeric15 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
BLTA96numeric16 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
BLTD48numeric16 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
BLTF96numeric16 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
C.039numeric2 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS2snumeric16 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS8inumeric16 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
IC2numeric16 unique values
0 missing
CATS2D_08_LLnumeric4 unique values
0 missing
MATS4inumeric16 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
MATS5pnumeric16 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
MLOGPnumeric16 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
nArCNOnumeric2 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
nCconjnumeric5 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
P_VSA_e_3numeric13 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
P_VSA_i_4numeric13 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
TPSA.Tot.numeric16 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
X2Avnumeric13 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
Eta_betaS_Anumeric14 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
DLS_06numeric5 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GATS1pnumeric16 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GATS7vnumeric15 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
MATS6enumeric16 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
nCpnumeric4 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
PCRnumeric16 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
ATS8snumeric16 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
Eig03_EA.bo.numeric15 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
Eig08_AEA.dm.numeric15 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
CIC0numeric16 unique values
0 missing
GATS5snumeric16 unique values
0 missing
CIC1numeric16 unique values
0 missing
GGI5numeric16 unique values
0 missing
CIC2numeric16 unique values
0 missing
JGI3numeric15 unique values
0 missing
CIC3numeric16 unique values
0 missing
nBMnumeric9 unique values
0 missing
CIC4numeric16 unique values
0 missing
PDInumeric15 unique values
0 missing
CIC5numeric16 unique values
0 missing
SM13_AEA.ri.numeric15 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
16
Number of instances (rows) of the dataset.
NumberOfFeatures
613
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
612
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
38.31
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.6
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
-0.17
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.18
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
94.02
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
-0.17
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.31
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.63
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
16
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.66
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
33273.06
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
2.45
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.25
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4
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
0.49
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
19915.64
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.34
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.58
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
0.64
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
1.77
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
159.35
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.97
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.31
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.3
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-CHEMBL5094
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5094
0 runs - estimation_procedure: 50 times Clustering
Define a new task