Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL2915 (TID: 12488), and it has 18 rows and 439 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.

441 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal18 unique values
0 missing
Eig04_EAnumeric10 unique values
0 missing
MATS1snumeric12 unique values
0 missing
Eig04_EA.bo.numeric7 unique values
0 missing
GATS8enumeric16 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
SpMAD_AEA.ed.numeric12 unique values
0 missing
Eig04_EA.ed.numeric8 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
H.048numeric3 unique values
0 missing
Eig05_AEA.bo.numeric5 unique values
0 missing
P_VSA_LogP_6numeric4 unique values
0 missing
Eig05_AEA.dm.numeric7 unique values
0 missing
TIEnumeric18 unique values
0 missing
Eig05_AEA.ed.numeric5 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
ALOGPnumeric18 unique values
0 missing
Eig05_EA.bo.numeric6 unique values
0 missing
ALOGP2numeric18 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
AMRnumeric18 unique values
0 missing
Eig05_EA.ed.numeric8 unique values
0 missing
AMWnumeric14 unique values
0 missing
Eig05_EA.ri.numeric15 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig06_AEA.bo.numeric8 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig06_AEA.dm.numeric7 unique values
0 missing
ATS1inumeric14 unique values
0 missing
Eig06_AEA.ed.numeric7 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig06_AEA.ri.numeric14 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig06_EA.bo.numeric8 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS2enumeric14 unique values
0 missing
Eig06_EA.ed.numeric8 unique values
0 missing
ATS2inumeric15 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
ATS2mnumeric18 unique values
0 missing
Eig07_AEA.bo.numeric8 unique values
0 missing
ATS2pnumeric18 unique values
0 missing
Eig07_AEA.dm.numeric7 unique values
0 missing
ATS2snumeric16 unique values
0 missing
Eig07_AEA.ed.numeric8 unique values
0 missing
ATS2vnumeric18 unique values
0 missing
Eig07_AEA.ri.numeric14 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
ATS3inumeric17 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
ATS3mnumeric18 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS3pnumeric18 unique values
0 missing
Eig07_EA.ed.numeric9 unique values
0 missing
ATS3snumeric18 unique values
0 missing
Eig07_EA.ri.numeric11 unique values
0 missing
ATS3vnumeric18 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
ATS4enumeric17 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
ATS4inumeric18 unique values
0 missing
Eig08_AEA.ed.numeric7 unique values
0 missing
ATS4mnumeric18 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
ATS4snumeric18 unique values
0 missing
Eig08_EA.bo.numeric9 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS5enumeric18 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eig08_EA.ri.numeric15 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig09_AEA.bo.numeric9 unique values
0 missing
ATS5pnumeric18 unique values
0 missing
Eig09_AEA.dm.numeric11 unique values
0 missing
ATS5snumeric17 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATS5vnumeric18 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
ATS6enumeric17 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
ATS6inumeric18 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
ATS6mnumeric15 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATS6pnumeric18 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ATS6snumeric18 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
ATS6vnumeric18 unique values
0 missing
Eig10_AEA.bo.numeric11 unique values
0 missing
ATS7enumeric18 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
ATS7inumeric18 unique values
0 missing
Eig10_AEA.ed.numeric10 unique values
0 missing
ATS7mnumeric18 unique values
0 missing
Eig10_AEA.ri.numeric11 unique values
0 missing
ATS7pnumeric18 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
ATS7snumeric18 unique values
0 missing
Eig10_EA.bo.numeric11 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
ATS8enumeric18 unique values
0 missing
Eig10_EA.ed.numeric11 unique values
0 missing
ATS8inumeric18 unique values
0 missing
Eig10_EA.ri.numeric11 unique values
0 missing
ATS8mnumeric18 unique values
0 missing
Eig11_AEA.bo.numeric7 unique values
0 missing
ATS8pnumeric18 unique values
0 missing
Eig11_AEA.dm.numeric9 unique values
0 missing
ATS8snumeric18 unique values
0 missing
Eig11_AEA.ed.numeric10 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
ATSC1enumeric11 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eig11_EA.bo.numeric8 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
ATSC1snumeric18 unique values
0 missing
Eig12_AEA.bo.numeric10 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig12_AEA.dm.numeric9 unique values
0 missing
ATSC2enumeric18 unique values
0 missing
Eig12_AEA.ed.numeric8 unique values
0 missing
ATSC2inumeric18 unique values
0 missing
Eig12_AEA.ri.numeric15 unique values
0 missing
ATSC2mnumeric18 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC2pnumeric18 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
ATSC2snumeric18 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
ATSC2vnumeric18 unique values
0 missing
Eig12_EA.ri.numeric14 unique values
0 missing
ATSC3enumeric17 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
ATSC3inumeric18 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
ATSC3mnumeric18 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
ATSC3pnumeric18 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATSC3snumeric18 unique values
0 missing
Eig13_EAnumeric8 unique values
0 missing
ATSC3vnumeric18 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
ATSC4enumeric18 unique values
0 missing
Eig13_EA.ed.numeric10 unique values
0 missing
ATSC4inumeric18 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
ATSC4mnumeric18 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
ATSC4pnumeric18 unique values
0 missing
Eig14_AEA.dm.numeric9 unique values
0 missing
ATSC4snumeric18 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
ATSC4vnumeric18 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
ATSC5enumeric18 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
ATSC5inumeric18 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
ATSC5mnumeric18 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
ATSC5pnumeric18 unique values
0 missing
Eig14_EA.ri.numeric11 unique values
0 missing
ATSC5snumeric18 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC5vnumeric18 unique values
0 missing
Eig15_AEA.dm.numeric8 unique values
0 missing
ATSC6enumeric18 unique values
0 missing
Eig15_AEA.ed.numeric10 unique values
0 missing
ATSC6inumeric18 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
ATSC6mnumeric18 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
ATSC6pnumeric18 unique values
0 missing
Eig15_EA.bo.numeric12 unique values
0 missing
ATSC6snumeric18 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
ATSC6vnumeric18 unique values
0 missing
Eig15_EA.ri.numeric13 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
Eta_alphanumeric13 unique values
0 missing
ATSC7inumeric18 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
ATSC7mnumeric18 unique values
0 missing
Eta_Bnumeric5 unique values
0 missing
ATSC7pnumeric18 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
ATSC7snumeric18 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
ATSC7vnumeric18 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATSC8inumeric18 unique values
0 missing
Eta_betaP_Anumeric12 unique values
0 missing
ATSC8mnumeric18 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
ATSC8pnumeric18 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
ATSC8snumeric18 unique values
0 missing
Eta_Cnumeric18 unique values
0 missing
ATSC8vnumeric18 unique values
0 missing
Eta_C_Anumeric16 unique values
0 missing
BACnumeric6 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
BBInumeric11 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
BIC0numeric13 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
BIC1numeric11 unique values
0 missing
Eta_F_Anumeric16 unique values
0 missing
BIC2numeric13 unique values
0 missing
Eta_FLnumeric10 unique values
0 missing
BIC3numeric11 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
BIC4numeric10 unique values
0 missing
Eta_Lnumeric18 unique values
0 missing
BIC5numeric11 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
BIDnumeric12 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
BLInumeric17 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
BLTA96numeric15 unique values
0 missing
Eta_sh_ynumeric12 unique values
0 missing
BLTD48numeric15 unique values
0 missing
GATS1enumeric12 unique values
0 missing
BLTF96numeric15 unique values
0 missing
GATS1inumeric14 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
C.numeric12 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS1snumeric11 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS1vnumeric12 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS2enumeric18 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS2inumeric18 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS2mnumeric17 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS2pnumeric18 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS2snumeric15 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS2vnumeric18 unique values
0 missing
C.026numeric2 unique values
0 missing
GATS3enumeric18 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS3inumeric15 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS3mnumeric14 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
GATS3pnumeric17 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS3snumeric16 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS3vnumeric15 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS4enumeric17 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS4inumeric15 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
GATS4mnumeric18 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS4pnumeric15 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GATS4snumeric17 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS4vnumeric17 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS5enumeric16 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS5inumeric12 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
GATS5mnumeric18 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
GATS5pnumeric14 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GATS5snumeric15 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
GATS5vnumeric16 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS6enumeric17 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GATS6inumeric16 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS6mnumeric18 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
GATS6snumeric16 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS6vnumeric17 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
GATS7enumeric16 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS7inumeric18 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS7pnumeric18 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
GATS7snumeric18 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GATS7vnumeric18 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS8inumeric12 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GATS8mnumeric15 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS8pnumeric16 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GATS8snumeric17 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GATS8vnumeric14 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI1numeric4 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GGI10numeric7 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
GGI2numeric5 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GGI3numeric7 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GGI4numeric7 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
GGI5numeric7 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GGI6numeric7 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI7numeric12 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
GGI8numeric12 unique values
0 missing
CENTnumeric12 unique values
0 missing
GGI9numeric11 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
GMTInumeric12 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
GMTIVnumeric14 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
GNarnumeric9 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
H.numeric8 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
H.046numeric3 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
Chi0_EA.dm.numeric4 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
Chi0_EA.ri.numeric15 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
Chi1_EA.dm.numeric4 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
Chi1_EA.ri.numeric15 unique values
0 missing
CIC0numeric14 unique values
0 missing
CIC1numeric14 unique values
0 missing
CIC2numeric13 unique values
0 missing
CIC3numeric12 unique values
0 missing
CIC4numeric12 unique values
0 missing
CIC5numeric12 unique values
0 missing
CIDnumeric12 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric12 unique values
0 missing
DBInumeric7 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
D.Dtr06numeric12 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
DECCnumeric12 unique values
0 missing
DELSnumeric18 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric3 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric3 unique values
0 missing
DLS_06numeric4 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
Dznumeric13 unique values
0 missing
ECCnumeric11 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
Eig01_AEA.dm.numeric2 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
Eig02_AEA.bo.numeric6 unique values
0 missing
Eig02_AEA.dm.numeric3 unique values
0 missing
Eig02_AEA.ed.numeric7 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
Eig02_EAnumeric7 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
Eig02_EA.ed.numeric7 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
Eig03_AEA.bo.numeric6 unique values
0 missing
Eig03_AEA.dm.numeric3 unique values
0 missing
Eig03_AEA.ed.numeric6 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
Eig03_EAnumeric9 unique values
0 missing
Eig03_EA.bo.numeric7 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
Eig03_EA.ed.numeric8 unique values
0 missing
Eig03_EA.ri.numeric8 unique values
0 missing
Eig04_AEA.bo.numeric6 unique values
0 missing
Eig04_AEA.dm.numeric3 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
18
Number of instances (rows) of the dataset.
NumberOfFeatures
441
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
440
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MinKurtosisOfNumericAtts
-2.2
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.52
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinMeansOfNumericAtts
-3.89
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
18
Maximum kurtosis among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.15
Second quartile (Median) of skewness among attributes of the numeric type.
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
45372.83
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.29
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
24.5
Number of attributes divided by the number of instances.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.24
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxSkewnessOfNumericAtts
4.24
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
6.27
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.38
Average class difference between consecutive instances.
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
13542.75
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.77
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.79
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanKurtosisOfNumericAtts
4.27
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.28
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
153.3
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
0.32
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.95
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.93
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
-0.71
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
0.39
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.14
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanStdDevOfNumericAtts
47.73
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
2.2
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
Entropy of the target attribute values.
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
Number of instances belonging to the most frequent class.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2915
0 runs - estimation_procedure: 50 times Clustering
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