Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494

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: CHEMBL5494 (TID: 100868), and it has 12 rows and 455 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.

457 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal12 unique values
0 missing
DLS_03numeric2 unique values
0 missing
ATSC3enumeric12 unique values
0 missing
DLS_04numeric3 unique values
0 missing
BIC2numeric12 unique values
0 missing
DLS_05numeric3 unique values
0 missing
C.006numeric5 unique values
0 missing
Dznumeric11 unique values
0 missing
Eta_F_Anumeric11 unique values
0 missing
ECCnumeric10 unique values
0 missing
Eta_FLnumeric12 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
GATS4mnumeric12 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
GATS8vnumeric12 unique values
0 missing
Eig01_AEA.ed.numeric5 unique values
0 missing
ICRnumeric9 unique values
0 missing
Eig01_AEA.ri.numeric7 unique values
0 missing
IDDEnumeric10 unique values
0 missing
Eig01_EAnumeric5 unique values
0 missing
MATS2snumeric11 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
MATS7inumeric12 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
MATS7pnumeric11 unique values
0 missing
Eig01_EA.ed.numeric5 unique values
0 missing
PCRnumeric11 unique values
0 missing
Eig01_EA.ri.numeric4 unique values
0 missing
P_VSA_LogP_8numeric3 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
SpMax2_Bh.m.numeric12 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
VARnumeric9 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
GATS1mnumeric11 unique values
0 missing
Eig02_AEA.ri.numeric9 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
SpMax5_Bh.m.numeric11 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
GATS6snumeric12 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
H.047numeric9 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
P_VSA_MR_6numeric11 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
P_VSA_s_4numeric11 unique values
0 missing
Eig03_AEA.bo.numeric6 unique values
0 missing
SaaCHnumeric12 unique values
0 missing
Eig03_AEA.dm.numeric7 unique values
0 missing
Hynumeric11 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
ATSC6enumeric12 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
GATS1snumeric12 unique values
0 missing
Eig03_EA.bo.numeric5 unique values
0 missing
GATS6inumeric12 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS8inumeric10 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
ZM1MulPernumeric12 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
ZM1Pernumeric12 unique values
0 missing
Eig04_AEA.bo.numeric10 unique values
0 missing
ZM1Vnumeric11 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
AACnumeric12 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
AECCnumeric10 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
ALOGPnumeric12 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
ALOGP2numeric12 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
AMRnumeric12 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig04_EA.ed.numeric6 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig04_EA.ri.numeric12 unique values
0 missing
ATS1enumeric12 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
ATS1inumeric11 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
ATS1mnumeric12 unique values
0 missing
Eig05_AEA.ed.numeric9 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
Eig05_AEA.ri.numeric11 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
ATS1vnumeric12 unique values
0 missing
Eig05_EA.bo.numeric8 unique values
0 missing
ATS2enumeric12 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATS2inumeric11 unique values
0 missing
Eig05_EA.ed.numeric10 unique values
0 missing
ATS2mnumeric11 unique values
0 missing
Eig05_EA.ri.numeric11 unique values
0 missing
ATS2pnumeric12 unique values
0 missing
Eig06_AEA.bo.numeric10 unique values
0 missing
ATS2snumeric12 unique values
0 missing
Eig06_AEA.dm.numeric7 unique values
0 missing
ATS2vnumeric11 unique values
0 missing
Eig06_AEA.ed.numeric7 unique values
0 missing
ATS3enumeric12 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
ATS3inumeric12 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
ATS3mnumeric12 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
ATS3pnumeric11 unique values
0 missing
Eig06_EA.ed.numeric7 unique values
0 missing
ATS3snumeric12 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
ATS3vnumeric12 unique values
0 missing
Eig07_AEA.bo.numeric9 unique values
0 missing
ATS4enumeric12 unique values
0 missing
Eig07_AEA.dm.numeric11 unique values
0 missing
ATS4inumeric12 unique values
0 missing
Eig07_AEA.ed.numeric7 unique values
0 missing
ATS4mnumeric12 unique values
0 missing
Eig07_AEA.ri.numeric10 unique values
0 missing
ATS4pnumeric12 unique values
0 missing
Eig07_EAnumeric8 unique values
0 missing
ATS4snumeric12 unique values
0 missing
Eig07_EA.bo.numeric8 unique values
0 missing
ATS4vnumeric12 unique values
0 missing
Eig07_EA.ed.numeric7 unique values
0 missing
ATS5enumeric12 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATS5inumeric12 unique values
0 missing
Eig08_AEA.bo.numeric8 unique values
0 missing
ATS5mnumeric12 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
ATS5pnumeric12 unique values
0 missing
Eig08_AEA.ed.numeric9 unique values
0 missing
ATS5snumeric12 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
ATS5vnumeric12 unique values
0 missing
Eig08_EAnumeric8 unique values
0 missing
ATS6enumeric12 unique values
0 missing
Eig08_EA.bo.numeric9 unique values
0 missing
ATS6inumeric12 unique values
0 missing
Eig08_EA.ed.numeric10 unique values
0 missing
ATS6mnumeric11 unique values
0 missing
Eig08_EA.ri.numeric9 unique values
0 missing
ATS6pnumeric12 unique values
0 missing
Eig09_AEA.bo.numeric9 unique values
0 missing
ATS6snumeric12 unique values
0 missing
Eig09_AEA.dm.numeric11 unique values
0 missing
ATS6vnumeric12 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATS7enumeric12 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
ATS7inumeric11 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
ATS7mnumeric11 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
ATS7pnumeric12 unique values
0 missing
Eig09_EA.ed.numeric10 unique values
0 missing
ATS7snumeric12 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATS7vnumeric12 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
ATS8enumeric12 unique values
0 missing
Eig10_AEA.dm.numeric7 unique values
0 missing
ATS8inumeric12 unique values
0 missing
Eig10_AEA.ed.numeric10 unique values
0 missing
ATS8mnumeric11 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
ATS8pnumeric12 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
ATS8snumeric12 unique values
0 missing
Eig10_EA.bo.numeric7 unique values
0 missing
ATS8vnumeric12 unique values
0 missing
Eig10_EA.ed.numeric10 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
Eig11_AEA.bo.numeric9 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
Eig11_AEA.dm.numeric9 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
Eig11_AEA.ed.numeric9 unique values
0 missing
ATSC1snumeric12 unique values
0 missing
Eig11_AEA.ri.numeric9 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
Eig11_EAnumeric8 unique values
0 missing
ATSC2enumeric12 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
Eig11_EA.ed.numeric9 unique values
0 missing
ATSC2mnumeric12 unique values
0 missing
Eig11_EA.ri.numeric9 unique values
0 missing
ATSC2pnumeric12 unique values
0 missing
Eig12_AEA.bo.numeric7 unique values
0 missing
ATSC2snumeric12 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
ATSC2vnumeric12 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
ATSC3inumeric12 unique values
0 missing
Eig12_AEA.ri.numeric7 unique values
0 missing
ATSC3mnumeric12 unique values
0 missing
Eig12_EAnumeric5 unique values
0 missing
ATSC3pnumeric12 unique values
0 missing
Eig12_EA.bo.numeric6 unique values
0 missing
ATSC3snumeric12 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
ATSC3vnumeric12 unique values
0 missing
Eig12_EA.ri.numeric7 unique values
0 missing
ATSC4enumeric12 unique values
0 missing
Eig13_AEA.bo.numeric7 unique values
0 missing
ATSC4inumeric12 unique values
0 missing
Eig13_AEA.dm.numeric8 unique values
0 missing
ATSC4mnumeric12 unique values
0 missing
Eig13_AEA.ed.numeric6 unique values
0 missing
ATSC4pnumeric12 unique values
0 missing
Eig13_AEA.ri.numeric7 unique values
0 missing
ATSC4snumeric12 unique values
0 missing
Eig13_EAnumeric4 unique values
0 missing
ATSC4vnumeric12 unique values
0 missing
Eig13_EA.bo.numeric8 unique values
0 missing
ATSC5enumeric12 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
ATSC5inumeric12 unique values
0 missing
Eig13_EA.ri.numeric7 unique values
0 missing
ATSC5mnumeric12 unique values
0 missing
Eig14_AEA.bo.numeric9 unique values
0 missing
ATSC5pnumeric12 unique values
0 missing
Eig14_AEA.dm.numeric9 unique values
0 missing
ATSC5snumeric12 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATSC5vnumeric12 unique values
0 missing
Eig14_AEA.ri.numeric8 unique values
0 missing
ATSC6inumeric12 unique values
0 missing
Eig14_EAnumeric7 unique values
0 missing
ATSC6mnumeric12 unique values
0 missing
Eig14_EA.bo.numeric9 unique values
0 missing
ATSC6pnumeric12 unique values
0 missing
Eig14_EA.ed.numeric8 unique values
0 missing
ATSC6snumeric12 unique values
0 missing
Eig14_EA.ri.numeric8 unique values
0 missing
ATSC6vnumeric12 unique values
0 missing
Eig15_AEA.bo.numeric10 unique values
0 missing
ATSC7enumeric12 unique values
0 missing
Eig15_AEA.dm.numeric7 unique values
0 missing
ATSC7inumeric11 unique values
0 missing
Eig15_AEA.ed.numeric9 unique values
0 missing
ATSC7mnumeric12 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
ATSC7pnumeric12 unique values
0 missing
Eig15_EAnumeric9 unique values
0 missing
ATSC7snumeric12 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
ATSC7vnumeric12 unique values
0 missing
Eig15_EA.ed.numeric9 unique values
0 missing
ATSC8enumeric11 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
ATSC8inumeric12 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
ATSC8mnumeric12 unique values
0 missing
Eta_alpha_Anumeric9 unique values
0 missing
ATSC8pnumeric12 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
ATSC8snumeric12 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
ATSC8vnumeric12 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
BACnumeric6 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
BBInumeric9 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
BIC0numeric12 unique values
0 missing
Eta_betaP_Anumeric12 unique values
0 missing
BIC1numeric11 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
BIC3numeric11 unique values
0 missing
Eta_betaS_Anumeric7 unique values
0 missing
BIC4numeric12 unique values
0 missing
Eta_Cnumeric12 unique values
0 missing
BIC5numeric11 unique values
0 missing
Eta_C_Anumeric12 unique values
0 missing
BIDnumeric9 unique values
0 missing
Eta_epsinumeric12 unique values
0 missing
BLInumeric12 unique values
0 missing
Eta_epsi_Anumeric11 unique values
0 missing
BLTA96numeric12 unique values
0 missing
Eta_Fnumeric12 unique values
0 missing
BLTD48numeric12 unique values
0 missing
Eta_FL_Anumeric11 unique values
0 missing
BLTF96numeric12 unique values
0 missing
Eta_Lnumeric12 unique values
0 missing
C.numeric11 unique values
0 missing
Eta_L_Anumeric12 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_sh_pnumeric12 unique values
0 missing
C.002numeric4 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_sh_ynumeric12 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS1enumeric12 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS1inumeric12 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS1pnumeric12 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS1vnumeric12 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS2enumeric12 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS2inumeric12 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS2mnumeric10 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS2pnumeric12 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS2snumeric12 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS2vnumeric11 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS3enumeric11 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS3inumeric11 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS3mnumeric12 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS3pnumeric11 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS3snumeric11 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS3vnumeric9 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS4enumeric12 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS4inumeric12 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS4pnumeric12 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS4snumeric11 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS4vnumeric12 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS5enumeric12 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS5inumeric11 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS5mnumeric11 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS5pnumeric11 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS5snumeric12 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS5vnumeric12 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS6enumeric12 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS6mnumeric11 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GATS6pnumeric11 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS6vnumeric12 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS7enumeric12 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS7inumeric11 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS7mnumeric12 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS7pnumeric12 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS7snumeric12 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GATS7vnumeric12 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS8enumeric12 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS8inumeric12 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS8mnumeric12 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS8pnumeric12 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS8snumeric10 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
GGI1numeric5 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GGI10numeric6 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
GGI2numeric5 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GGI3numeric7 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GGI4numeric10 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
GGI5numeric9 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GGI6numeric10 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
CENTnumeric10 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
Chi0_EA.dm.numeric11 unique values
0 missing
Chi0_EA.ed.numeric10 unique values
0 missing
Chi0_EA.ri.numeric12 unique values
0 missing
Chi1_AEA.bo.numeric10 unique values
0 missing
Chi1_AEA.dm.numeric10 unique values
0 missing
Chi1_AEA.ed.numeric10 unique values
0 missing
Chi1_AEA.ri.numeric10 unique values
0 missing
Chi1_EAnumeric10 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
Chi1_EA.ed.numeric10 unique values
0 missing
Chi1_EA.ri.numeric12 unique values
0 missing
CIC0numeric12 unique values
0 missing
CIC1numeric11 unique values
0 missing
CIC2numeric12 unique values
0 missing
CIC3numeric12 unique values
0 missing
CIC4numeric12 unique values
0 missing
CIC5numeric12 unique values
0 missing
CIDnumeric10 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric10 unique values
0 missing
DBInumeric8 unique values
0 missing
D.Dtr05numeric3 unique values
0 missing
D.Dtr06numeric10 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
D.Dtr10numeric7 unique values
0 missing
DECCnumeric10 unique values
0 missing
DELSnumeric12 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
12
Number of instances (rows) of the dataset.
NumberOfFeatures
457
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
456
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
38.08
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
5.4
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
2.29
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
5.32
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
-1.72
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.26
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.45
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
12
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.78
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
1780.83
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
8.65
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
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.49
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.32
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.46
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
0.23
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
677.57
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
2.03
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.2
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
0.89
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
5.4
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
17.43
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-2.56
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.36
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5494
0 runs - estimation_procedure: 50 times Clustering
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