Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012

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: CHEMBL6012 (TID: 101417), and it has 14 rows and 449 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.

451 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
CMC.80numeric2 unique values
0 missing
BLTA96numeric7 unique values
0 missing
cRo5numeric2 unique values
0 missing
BLTD48numeric7 unique values
0 missing
CSInumeric13 unique values
0 missing
BLTF96numeric7 unique values
0 missing
DBInumeric6 unique values
0 missing
Eta_alpha_Anumeric5 unique values
0 missing
D.Dtr06numeric14 unique values
0 missing
Eta_FL_Anumeric8 unique values
0 missing
DECCnumeric12 unique values
0 missing
Eta_L_Anumeric8 unique values
0 missing
DELSnumeric14 unique values
0 missing
Eta_sh_ynumeric7 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
GATS1enumeric8 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
GATS1snumeric9 unique values
0 missing
DLS_01numeric3 unique values
0 missing
GATS2inumeric8 unique values
0 missing
DLS_02numeric2 unique values
0 missing
Hynumeric7 unique values
0 missing
DLS_03numeric2 unique values
0 missing
IC1numeric8 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS1snumeric9 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MLOGPnumeric7 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MLOGP2numeric7 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
N.numeric8 unique values
0 missing
Dznumeric7 unique values
0 missing
PCRnumeric12 unique values
0 missing
ECCnumeric12 unique values
0 missing
SaaCHnumeric12 unique values
0 missing
Eig01_AEA.bo.numeric2 unique values
0 missing
X4Avnumeric6 unique values
0 missing
Eig01_AEA.dm.numeric2 unique values
0 missing
MATS6pnumeric14 unique values
0 missing
Eig01_AEA.ed.numeric2 unique values
0 missing
ATSC1snumeric9 unique values
0 missing
Eig01_AEA.ri.numeric2 unique values
0 missing
ALOGPnumeric8 unique values
0 missing
Eig01_EAnumeric2 unique values
0 missing
ALOGP2numeric8 unique values
0 missing
Eig01_EA.bo.numeric5 unique values
0 missing
GATS6vnumeric12 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
GATS3pnumeric8 unique values
0 missing
Eig01_EA.ed.numeric2 unique values
0 missing
GATS3vnumeric9 unique values
0 missing
Eig01_EA.ri.numeric2 unique values
0 missing
GGI3numeric9 unique values
0 missing
Eig02_AEA.bo.numeric5 unique values
0 missing
JGI2numeric11 unique values
0 missing
Eig02_AEA.dm.numeric2 unique values
0 missing
MATS3pnumeric8 unique values
0 missing
Eig02_AEA.ed.numeric5 unique values
0 missing
GATS2snumeric11 unique values
0 missing
Eig02_AEA.ri.numeric5 unique values
0 missing
PW3numeric9 unique values
0 missing
Eig02_EAnumeric5 unique values
0 missing
SpMAD_AEA.ed.numeric8 unique values
0 missing
Eig02_EA.bo.numeric5 unique values
0 missing
SpMax8_Bh.e.numeric11 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
SpMax8_Bh.i.numeric11 unique values
0 missing
Eig02_EA.ed.numeric5 unique values
0 missing
SpMax8_Bh.p.numeric10 unique values
0 missing
Eig02_EA.ri.numeric5 unique values
0 missing
C.numeric7 unique values
0 missing
Eig03_AEA.bo.numeric5 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
Eig03_AEA.dm.numeric5 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
Eig03_AEA.ed.numeric5 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
Eig03_AEA.ri.numeric5 unique values
0 missing
GATS1pnumeric8 unique values
0 missing
Eig03_EAnumeric6 unique values
0 missing
MATS4inumeric10 unique values
0 missing
Eig03_EA.bo.numeric5 unique values
0 missing
SM15_AEA.dm.numeric14 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
D.Dtr05numeric14 unique values
0 missing
Eig03_EA.ed.numeric5 unique values
0 missing
GATS1mnumeric8 unique values
0 missing
Eig03_EA.ri.numeric5 unique values
0 missing
MATS2inumeric8 unique values
0 missing
Eig04_AEA.bo.numeric5 unique values
0 missing
Minumeric8 unique values
0 missing
Eig04_AEA.dm.numeric3 unique values
0 missing
SpMin8_Bh.v.numeric10 unique values
0 missing
Eig04_AEA.ed.numeric5 unique values
0 missing
AACnumeric8 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
AMRnumeric8 unique values
0 missing
Eig04_EA.bo.numeric7 unique values
0 missing
AMWnumeric8 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
ARRnumeric8 unique values
0 missing
Eig04_EA.ed.numeric5 unique values
0 missing
ATS1enumeric8 unique values
0 missing
Eig04_EA.ri.numeric7 unique values
0 missing
ATS1inumeric8 unique values
0 missing
Eig05_AEA.bo.numeric5 unique values
0 missing
ATS1mnumeric8 unique values
0 missing
Eig05_AEA.dm.numeric5 unique values
0 missing
ATS1pnumeric8 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
ATS1snumeric6 unique values
0 missing
Eig05_AEA.ri.numeric13 unique values
0 missing
ATS1vnumeric8 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
ATS2enumeric8 unique values
0 missing
Eig05_EA.bo.numeric5 unique values
0 missing
ATS2inumeric8 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
ATS2mnumeric8 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
ATS2pnumeric8 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
ATS2vnumeric8 unique values
0 missing
Eig06_AEA.dm.numeric8 unique values
0 missing
ATS3enumeric7 unique values
0 missing
Eig06_AEA.ri.numeric12 unique values
0 missing
ATS3inumeric8 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
ATS3mnumeric9 unique values
0 missing
Eig06_EA.bo.numeric7 unique values
0 missing
ATS3pnumeric8 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
ATS3vnumeric9 unique values
0 missing
Eig07_AEA.dm.numeric7 unique values
0 missing
ATS4enumeric9 unique values
0 missing
Eig07_AEA.ed.numeric9 unique values
0 missing
ATS4inumeric9 unique values
0 missing
Eig07_AEA.ri.numeric11 unique values
0 missing
ATS4mnumeric11 unique values
0 missing
Eig07_EAnumeric12 unique values
0 missing
ATS4pnumeric12 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
ATS4snumeric14 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS4vnumeric14 unique values
0 missing
Eig07_EA.ed.numeric10 unique values
0 missing
ATS5enumeric14 unique values
0 missing
Eig07_EA.ri.numeric12 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
ATS5mnumeric14 unique values
0 missing
Eig08_AEA.dm.numeric6 unique values
0 missing
ATS5pnumeric13 unique values
0 missing
Eig08_AEA.ed.numeric6 unique values
0 missing
ATS5snumeric13 unique values
0 missing
Eig08_AEA.ri.numeric10 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig08_EA.bo.numeric9 unique values
0 missing
ATS6inumeric14 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig08_EA.ed.numeric7 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
ATS6snumeric14 unique values
0 missing
Eig09_AEA.bo.numeric6 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
Eig09_AEA.dm.numeric8 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig09_AEA.ed.numeric5 unique values
0 missing
ATS7inumeric14 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
Eig09_EA.bo.numeric6 unique values
0 missing
ATS7snumeric14 unique values
0 missing
Eig09_EA.ed.numeric10 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATS8enumeric14 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
ATS8inumeric14 unique values
0 missing
Eig10_AEA.dm.numeric6 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
Eig10_AEA.ed.numeric6 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATS8snumeric14 unique values
0 missing
Eig10_EAnumeric10 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
ATSC1enumeric5 unique values
0 missing
Eig10_EA.ed.numeric9 unique values
0 missing
ATSC1inumeric8 unique values
0 missing
Eig10_EA.ri.numeric10 unique values
0 missing
ATSC1mnumeric8 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
ATSC1pnumeric8 unique values
0 missing
Eig11_AEA.dm.numeric7 unique values
0 missing
ATSC1vnumeric8 unique values
0 missing
Eig11_AEA.ed.numeric6 unique values
0 missing
ATSC2enumeric7 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
ATSC2inumeric7 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
ATSC2mnumeric8 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
ATSC2pnumeric8 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
ATSC2vnumeric8 unique values
0 missing
Eig12_AEA.bo.numeric9 unique values
0 missing
ATSC3enumeric9 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
ATSC3inumeric8 unique values
0 missing
Eig12_AEA.ed.numeric9 unique values
0 missing
ATSC3mnumeric9 unique values
0 missing
Eig12_AEA.ri.numeric13 unique values
0 missing
ATSC3pnumeric9 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
Eig12_EA.bo.numeric8 unique values
0 missing
ATSC3vnumeric9 unique values
0 missing
Eig12_EA.ed.numeric12 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
Eig12_EA.ri.numeric13 unique values
0 missing
ATSC4inumeric9 unique values
0 missing
Eig13_AEA.bo.numeric5 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
Eig13_AEA.dm.numeric12 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
Eig13_AEA.ed.numeric6 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
ATSC5enumeric14 unique values
0 missing
Eig13_EA.bo.numeric3 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
Eig13_EA.ri.numeric9 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
Eig14_AEA.bo.numeric3 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
Eig14_AEA.dm.numeric11 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
Eig14_AEA.ed.numeric4 unique values
0 missing
ATSC6enumeric14 unique values
0 missing
Eig14_AEA.ri.numeric3 unique values
0 missing
ATSC6inumeric14 unique values
0 missing
Eig14_EAnumeric2 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
Eig14_EA.bo.numeric4 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
Eig14_EA.ed.numeric4 unique values
0 missing
ATSC6snumeric14 unique values
0 missing
Eig14_EA.ri.numeric3 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
Eig15_AEA.bo.numeric5 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
Eig15_AEA.dm.numeric10 unique values
0 missing
ATSC7inumeric14 unique values
0 missing
Eig15_AEA.ed.numeric3 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
Eig15_AEA.ri.numeric3 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
Eig15_EAnumeric3 unique values
0 missing
ATSC7snumeric14 unique values
0 missing
Eig15_EA.bo.numeric5 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
Eig15_EA.ed.numeric3 unique values
0 missing
ATSC8enumeric12 unique values
0 missing
Eig15_EA.ri.numeric3 unique values
0 missing
ATSC8inumeric14 unique values
0 missing
Eta_alphanumeric7 unique values
0 missing
ATSC8mnumeric14 unique values
0 missing
Eta_Bnumeric5 unique values
0 missing
ATSC8pnumeric14 unique values
0 missing
Eta_B_Anumeric4 unique values
0 missing
ATSC8snumeric14 unique values
0 missing
Eta_betanumeric8 unique values
0 missing
ATSC8vnumeric14 unique values
0 missing
Eta_beta_Anumeric7 unique values
0 missing
BACnumeric6 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
BBInumeric8 unique values
0 missing
Eta_betaP_Anumeric7 unique values
0 missing
BIC0numeric8 unique values
0 missing
Eta_betaSnumeric8 unique values
0 missing
BIC1numeric8 unique values
0 missing
Eta_betaS_Anumeric6 unique values
0 missing
BIC2numeric12 unique values
0 missing
Eta_Cnumeric14 unique values
0 missing
BIC3numeric13 unique values
0 missing
Eta_C_Anumeric12 unique values
0 missing
BIC4numeric13 unique values
0 missing
Eta_epsinumeric8 unique values
0 missing
BIC5numeric12 unique values
0 missing
Eta_epsi_Anumeric8 unique values
0 missing
BIDnumeric7 unique values
0 missing
Eta_Fnumeric14 unique values
0 missing
BLInumeric9 unique values
0 missing
Eta_F_Anumeric13 unique values
0 missing
C.001numeric2 unique values
0 missing
Eta_FLnumeric7 unique values
0 missing
C.002numeric5 unique values
0 missing
Eta_Lnumeric9 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_sh_pnumeric8 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS1inumeric8 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS1vnumeric8 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS2enumeric7 unique values
0 missing
C.019numeric2 unique values
0 missing
GATS2mnumeric8 unique values
0 missing
C.024numeric2 unique values
0 missing
GATS2pnumeric8 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS2vnumeric7 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS3enumeric9 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS3inumeric8 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS3mnumeric9 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS3snumeric14 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS4enumeric14 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS4inumeric10 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS4mnumeric13 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS4pnumeric14 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
GATS4snumeric13 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS4vnumeric14 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS5enumeric14 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS5inumeric14 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS5mnumeric13 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS5pnumeric14 unique values
0 missing
CATS2D_02_LLnumeric3 unique values
0 missing
GATS5snumeric14 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS5vnumeric13 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS6enumeric14 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS6inumeric14 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS6mnumeric13 unique values
0 missing
CATS2D_03_LLnumeric3 unique values
0 missing
GATS6pnumeric13 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS6snumeric14 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS7enumeric14 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
GATS7inumeric14 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS7mnumeric13 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS7pnumeric14 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS7snumeric13 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
GATS7vnumeric14 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric4 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric14 unique values
0 missing
Chi0_AEA.bo.numeric9 unique values
0 missing
Chi0_AEA.dm.numeric9 unique values
0 missing
Chi0_AEA.ed.numeric9 unique values
0 missing
Chi0_AEA.ri.numeric9 unique values
0 missing
Chi0_EAnumeric9 unique values
0 missing
Chi0_EA.bo.numeric9 unique values
0 missing
Chi0_EA.dm.numeric5 unique values
0 missing
Chi0_EA.ed.numeric14 unique values
0 missing
Chi0_EA.ri.numeric9 unique values
0 missing
Chi1_AEA.bo.numeric14 unique values
0 missing
Chi1_AEA.dm.numeric14 unique values
0 missing
Chi1_AEA.ed.numeric14 unique values
0 missing
Chi1_AEA.ri.numeric14 unique values
0 missing
Chi1_EAnumeric14 unique values
0 missing
Chi1_EA.bo.numeric14 unique values
0 missing
Chi1_EA.dm.numeric7 unique values
0 missing
Chi1_EA.ed.numeric14 unique values
0 missing
Chi1_EA.ri.numeric13 unique values
0 missing
CIC0numeric8 unique values
0 missing
CIC1numeric8 unique values
0 missing
CIC2numeric13 unique values
0 missing
CIC3numeric14 unique values
0 missing
CIC4numeric14 unique values
0 missing
CIC5numeric13 unique values
0 missing
CIDnumeric9 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
451
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
450
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
32.21
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
9.37
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
-1.58
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.57
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
4.69
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
-2.59
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.24
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.15
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
3555.57
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
12.4
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
5.35
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.74
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
3.74
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
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
947.06
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
3.6
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.87
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
0.93
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
7.92
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
21.07
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-3.36
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.71
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
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-CHEMBL6012
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6012
0 runs - estimation_procedure: 50 times Clustering
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