Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097

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: CHEMBL1075097 (TID: 103147), and it has 35 rows and 410 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.

412 features

pXC50 (target)numeric33 unique values
0 missing
molecule_id (row identifier)nominal35 unique values
0 missing
CSInumeric23 unique values
0 missing
SpMin4_Bh.p.numeric26 unique values
0 missing
DBInumeric15 unique values
0 missing
SpMin4_Bh.i.numeric28 unique values
0 missing
D.Dtr05numeric7 unique values
0 missing
X5Anumeric15 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
GATS8mnumeric27 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
AACnumeric23 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
AECCnumeric19 unique values
0 missing
DECCnumeric19 unique values
0 missing
ALOGPnumeric28 unique values
0 missing
DELSnumeric28 unique values
0 missing
ALOGP2numeric27 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
AMRnumeric28 unique values
0 missing
DLS_01numeric2 unique values
0 missing
AMWnumeric26 unique values
0 missing
DLS_02numeric3 unique values
0 missing
ARRnumeric7 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS1enumeric26 unique values
0 missing
DLS_04numeric5 unique values
0 missing
ATS1inumeric25 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS1mnumeric26 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS1pnumeric25 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
ATS1snumeric27 unique values
0 missing
Dznumeric21 unique values
0 missing
ATS1vnumeric3 unique values
0 missing
ECCnumeric19 unique values
0 missing
ATS2enumeric26 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
ATS2inumeric26 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
ATS2mnumeric28 unique values
0 missing
Eig01_AEA.ed.numeric9 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
ATS2snumeric28 unique values
0 missing
Eig01_EAnumeric14 unique values
0 missing
ATS2vnumeric3 unique values
0 missing
Eig01_EA.bo.numeric12 unique values
0 missing
ATS3enumeric28 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
ATS3inumeric28 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
ATS3mnumeric28 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
ATS3snumeric28 unique values
0 missing
Eig02_AEA.dm.numeric27 unique values
0 missing
ATS3vnumeric3 unique values
0 missing
Eig02_AEA.ed.numeric19 unique values
0 missing
ATS4enumeric27 unique values
0 missing
Eig02_AEA.ri.numeric22 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Eig02_EAnumeric18 unique values
0 missing
ATS4mnumeric27 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
ATS4snumeric26 unique values
0 missing
Eig02_EA.ed.numeric19 unique values
0 missing
ATS4vnumeric3 unique values
0 missing
Eig02_EA.ri.numeric21 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig03_AEA.dm.numeric25 unique values
0 missing
ATS5mnumeric28 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig03_AEA.ri.numeric13 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
ATS5vnumeric3 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
ATS6enumeric28 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
ATS6inumeric27 unique values
0 missing
Eig03_EA.ed.numeric14 unique values
0 missing
ATS6mnumeric28 unique values
0 missing
Eig03_EA.ri.numeric14 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
Eig04_AEA.bo.numeric21 unique values
0 missing
ATS6snumeric27 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
ATS6vnumeric3 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
ATS7enumeric28 unique values
0 missing
Eig04_AEA.ri.numeric25 unique values
0 missing
ATS7inumeric28 unique values
0 missing
Eig04_EAnumeric22 unique values
0 missing
ATS7mnumeric27 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
ATS7pnumeric28 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
ATS7snumeric28 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
ATS7vnumeric3 unique values
0 missing
Eig04_EA.ri.numeric25 unique values
0 missing
ATS8enumeric27 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
ATS8inumeric28 unique values
0 missing
Eig05_AEA.dm.numeric26 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
ATS8pnumeric28 unique values
0 missing
Eig05_AEA.ri.numeric27 unique values
0 missing
ATS8snumeric27 unique values
0 missing
Eig05_EAnumeric21 unique values
0 missing
ATS8vnumeric3 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
Eig05_EA.ed.numeric23 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig05_EA.ri.numeric28 unique values
0 missing
ATSC1mnumeric26 unique values
0 missing
Eig06_AEA.bo.numeric22 unique values
0 missing
ATSC1pnumeric26 unique values
0 missing
Eig06_AEA.dm.numeric25 unique values
0 missing
ATSC1snumeric28 unique values
0 missing
Eig06_AEA.ed.numeric22 unique values
0 missing
ATSC1vnumeric3 unique values
0 missing
Eig06_AEA.ri.numeric28 unique values
0 missing
ATSC2enumeric27 unique values
0 missing
Eig06_EAnumeric23 unique values
0 missing
ATSC2inumeric28 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
ATSC2mnumeric28 unique values
0 missing
Eig06_EA.ed.numeric23 unique values
0 missing
ATSC2pnumeric28 unique values
0 missing
Eig06_EA.ri.numeric28 unique values
0 missing
ATSC2snumeric28 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
ATSC2vnumeric3 unique values
0 missing
Eig07_AEA.dm.numeric23 unique values
0 missing
ATSC3enumeric26 unique values
0 missing
Eig07_AEA.ed.numeric18 unique values
0 missing
ATSC3inumeric27 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
ATSC3mnumeric28 unique values
0 missing
Eig07_EAnumeric15 unique values
0 missing
ATSC3pnumeric27 unique values
0 missing
Eig07_EA.bo.numeric19 unique values
0 missing
ATSC3snumeric28 unique values
0 missing
Eig07_EA.ed.numeric18 unique values
0 missing
ATSC3vnumeric3 unique values
0 missing
Eig07_EA.ri.numeric20 unique values
0 missing
ATSC4enumeric27 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
ATSC4inumeric28 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
ATSC4mnumeric28 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
Eig08_AEA.ri.numeric23 unique values
0 missing
ATSC4snumeric28 unique values
0 missing
Eig08_EAnumeric19 unique values
0 missing
ATSC4vnumeric3 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
ATSC5enumeric28 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC5inumeric28 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
ATSC5mnumeric28 unique values
0 missing
Eig08_EA.ri.numeric25 unique values
0 missing
ATSC5pnumeric28 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
ATSC5snumeric28 unique values
0 missing
Eig09_AEA.dm.numeric25 unique values
0 missing
ATSC5vnumeric3 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
ATSC6enumeric25 unique values
0 missing
Eig09_AEA.ri.numeric23 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
ATSC6mnumeric28 unique values
0 missing
Eig09_EA.bo.numeric22 unique values
0 missing
ATSC6pnumeric28 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC6snumeric28 unique values
0 missing
Eig09_EA.ed.numeric20 unique values
0 missing
ATSC6vnumeric3 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
ATSC7enumeric27 unique values
0 missing
Eig10_AEA.bo.numeric21 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
Eig10_AEA.dm.numeric21 unique values
0 missing
ATSC7mnumeric28 unique values
0 missing
Eig10_AEA.ed.numeric14 unique values
0 missing
ATSC7pnumeric28 unique values
0 missing
Eig10_AEA.ri.numeric26 unique values
0 missing
ATSC7snumeric28 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
ATSC7vnumeric3 unique values
0 missing
Eig10_EA.bo.numeric22 unique values
0 missing
ATSC8enumeric28 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATSC8inumeric28 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
ATSC8mnumeric28 unique values
0 missing
Eig10_EA.ri.numeric24 unique values
0 missing
ATSC8pnumeric28 unique values
0 missing
Eig11_AEA.bo.numeric21 unique values
0 missing
ATSC8snumeric28 unique values
0 missing
Eig11_AEA.dm.numeric22 unique values
0 missing
ATSC8vnumeric3 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
B.112numeric2 unique values
0 missing
Eig11_AEA.ri.numeric23 unique values
0 missing
BACnumeric18 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
BBInumeric17 unique values
0 missing
Eig11_EA.bo.numeric19 unique values
0 missing
BIC0numeric24 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
BIC1numeric24 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig11_EA.ri.numeric25 unique values
0 missing
BIC3numeric23 unique values
0 missing
Eig12_AEA.bo.numeric18 unique values
0 missing
BIC4numeric23 unique values
0 missing
Eig12_AEA.dm.numeric27 unique values
0 missing
BIC5numeric24 unique values
0 missing
Eig12_AEA.ed.numeric13 unique values
0 missing
BIDnumeric18 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
BLInumeric27 unique values
0 missing
Eig12_EAnumeric14 unique values
0 missing
BLTA96numeric23 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
BLTD48numeric22 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
BLTF96numeric22 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
C.numeric21 unique values
0 missing
Eig12_EA.ri.numeric24 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig13_AEA.ri.numeric17 unique values
0 missing
C.006numeric7 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig13_EA.ed.numeric15 unique values
0 missing
C.024numeric3 unique values
0 missing
Eig13_EA.ri.numeric19 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig14_AEA.bo.numeric15 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig14_AEA.ri.numeric19 unique values
0 missing
C.036numeric2 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_EA.ri.numeric17 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig15_AEA.bo.numeric13 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric9 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
Eig15_AEA.ri.numeric18 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Eig15_EA.bo.numeric17 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_alpha_Anumeric19 unique values
0 missing
CATS2D_02_PNnumeric2 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
Eta_betanumeric21 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_DPnumeric4 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
CATS2D_03_PPnumeric2 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
CATS2D_07_DNnumeric4 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric5 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric23 unique values
0 missing
Chi0_AEA.bo.numeric22 unique values
0 missing
Chi0_AEA.dm.numeric22 unique values
0 missing
Chi0_AEA.ed.numeric22 unique values
0 missing
Chi0_AEA.ri.numeric22 unique values
0 missing
Chi0_EAnumeric22 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
Chi0_EA.ed.numeric23 unique values
0 missing
Chi0_EA.ri.numeric28 unique values
0 missing
Chi1_AEA.bo.numeric23 unique values
0 missing
Chi1_AEA.dm.numeric23 unique values
0 missing
Chi1_AEA.ed.numeric23 unique values
0 missing
Chi1_AEA.ri.numeric23 unique values
0 missing
Chi1_EAnumeric23 unique values
0 missing
Chi1_EA.bo.numeric23 unique values
0 missing
Chi1_EA.dm.numeric23 unique values
0 missing
Chi1_EA.ed.numeric23 unique values
0 missing
Chi1_EA.ri.numeric28 unique values
0 missing
CIC0numeric25 unique values
0 missing
CIC1numeric27 unique values
0 missing
CIC2numeric27 unique values
0 missing
CIC3numeric26 unique values
0 missing
CIC4numeric26 unique values
0 missing
CIC5numeric26 unique values
0 missing
CIDnumeric22 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
35
Number of instances (rows) of the dataset.
NumberOfFeatures
412
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
411
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.92
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
0.9
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
235.08
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.02
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
0.14
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
4.24
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
6.92
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.65
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.25
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.25
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.08
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
11.77
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.37
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.14
Second quartile (Median) of means 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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
2.58
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
-0.22
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.09
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.48
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
35
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.8
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
469.74
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
4.5
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
99.76
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.6
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.92
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.24
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075097
0 runs - estimation_procedure: 50 times Clustering
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