Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425

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: CHEMBL3425 (TID: 10682), and it has 23 rows and 389 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.

391 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal23 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
SsNH2numeric15 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
SdsNnumeric13 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
BLTA96numeric13 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
BLTD48numeric12 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
BLTF96numeric12 unique values
0 missing
Eig02_EAnumeric14 unique values
0 missing
CATS2D_00_DDnumeric4 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
CATS2D_00_DPnumeric4 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
CATS2D_00_PPnumeric4 unique values
0 missing
Eig02_EA.ed.numeric14 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eig02_EA.ri.numeric13 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
Eig03_AEA.bo.numeric14 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
MATS3enumeric11 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
MLOGPnumeric13 unique values
0 missing
Eig03_AEA.ri.numeric13 unique values
0 missing
MLOGP2numeric13 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
NsNH2numeric4 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
AACnumeric12 unique values
0 missing
Eig03_EA.dm.numeric8 unique values
0 missing
AECCnumeric15 unique values
0 missing
Eig03_EA.ed.numeric14 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
AMRnumeric13 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
AMWnumeric13 unique values
0 missing
Eig04_AEA.ed.numeric12 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig04_AEA.ri.numeric15 unique values
0 missing
ATS1enumeric13 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
Eig04_EA.ed.numeric14 unique values
0 missing
ATS1snumeric13 unique values
0 missing
Eig04_EA.ri.numeric15 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
ATS2enumeric13 unique values
0 missing
Eig05_AEA.dm.numeric12 unique values
0 missing
ATS2inumeric12 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
ATS2snumeric13 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATS3enumeric13 unique values
0 missing
Eig05_EA.ed.numeric14 unique values
0 missing
ATS3inumeric13 unique values
0 missing
Eig05_EA.ri.numeric14 unique values
0 missing
ATS3mnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig06_AEA.ed.numeric14 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
Eig06_AEA.ri.numeric14 unique values
0 missing
ATS4enumeric13 unique values
0 missing
Eig06_EAnumeric14 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
ATS4mnumeric14 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
ATS4pnumeric14 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
ATS4snumeric14 unique values
0 missing
Eig06_EA.ri.numeric14 unique values
0 missing
ATS4vnumeric14 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
ATS5mnumeric14 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
ATS5pnumeric14 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
ATS5snumeric14 unique values
0 missing
Eig07_EA.bo.numeric14 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Eig07_EA.dm.numeric9 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
ATS6inumeric14 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig08_AEA.dm.numeric12 unique values
0 missing
ATS6snumeric15 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
Eig08_AEA.ri.numeric14 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
ATS7inumeric14 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eig08_EA.dm.numeric8 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
Eig08_EA.ed.numeric14 unique values
0 missing
ATS7snumeric15 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
Eig09_AEA.bo.numeric14 unique values
0 missing
ATS8enumeric14 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATS8inumeric14 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
ATS8mnumeric15 unique values
0 missing
Eig09_AEA.ri.numeric14 unique values
0 missing
ATS8pnumeric14 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
ATS8snumeric15 unique values
0 missing
Eig09_EA.bo.numeric14 unique values
0 missing
ATS8vnumeric14 unique values
0 missing
Eig09_EA.dm.numeric6 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
Eig09_EA.ed.numeric15 unique values
0 missing
ATSC1inumeric13 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig10_AEA.dm.numeric9 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
Eig10_AEA.ed.numeric14 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
ATSC2enumeric12 unique values
0 missing
Eig10_EAnumeric14 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig10_EA.bo.numeric13 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig10_EA.dm.numeric6 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
Eig11_AEA.dm.numeric12 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
ATSC3vnumeric13 unique values
0 missing
Eig11_EA.dm.numeric6 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
Eig11_EA.ed.numeric13 unique values
0 missing
ATSC4inumeric14 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
Eig12_AEA.ed.numeric14 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
Eig12_AEA.ri.numeric11 unique values
0 missing
ATSC5enumeric14 unique values
0 missing
Eig12_EAnumeric10 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
Eig12_EA.bo.numeric14 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
Eig12_EA.dm.numeric8 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
ATSC6inumeric14 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
Eig13_AEA.ri.numeric11 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
Eig13_EAnumeric11 unique values
0 missing
ATSC6snumeric15 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
Eig13_EA.dm.numeric8 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
ATSC7inumeric14 unique values
0 missing
Eig13_EA.ri.numeric11 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
Eig14_AEA.bo.numeric12 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
Eig14_AEA.dm.numeric11 unique values
0 missing
ATSC7snumeric15 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
Eig14_AEA.ri.numeric10 unique values
0 missing
ATSC8enumeric15 unique values
0 missing
Eig14_EAnumeric12 unique values
0 missing
ATSC8inumeric14 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
ATSC8mnumeric15 unique values
0 missing
Eig14_EA.dm.numeric9 unique values
0 missing
ATSC8pnumeric15 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
ATSC8snumeric15 unique values
0 missing
Eig14_EA.ri.numeric12 unique values
0 missing
ATSC8vnumeric15 unique values
0 missing
Eig15_AEA.bo.numeric14 unique values
0 missing
BACnumeric12 unique values
0 missing
Eig15_AEA.dm.numeric11 unique values
0 missing
BBInumeric10 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
BIC0numeric10 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
BIC1numeric12 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
BIC2numeric13 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
BIC3numeric13 unique values
0 missing
Eig15_EA.dm.numeric8 unique values
0 missing
BIC4numeric14 unique values
0 missing
Eig15_EA.ed.numeric14 unique values
0 missing
BIC5numeric14 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
BIDnumeric12 unique values
0 missing
Eta_alphanumeric13 unique values
0 missing
BLInumeric12 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
C.numeric12 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
C.001numeric2 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
C.002numeric9 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
C.006numeric3 unique values
0 missing
C.008numeric7 unique values
0 missing
C.024numeric5 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
C.040numeric7 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
CATS2D_03_DDnumeric6 unique values
0 missing
CATS2D_03_DLnumeric11 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric11 unique values
0 missing
CATS2D_05_DPnumeric4 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
CATS2D_05_PLnumeric5 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
CATS2D_06_APnumeric5 unique values
0 missing
CATS2D_06_DAnumeric7 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
CATS2D_08_AAnumeric9 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
CATS2D_08_DPnumeric4 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
CATS2D_08_PLnumeric8 unique values
0 missing
CATS2D_08_PPnumeric3 unique values
0 missing
CATS2D_09_ALnumeric12 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
CATS2D_09_DAnumeric9 unique values
0 missing
CATS2D_09_DDnumeric7 unique values
0 missing
CATS2D_09_DLnumeric11 unique values
0 missing
CATS2D_09_DPnumeric4 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
CATS2D_09_PPnumeric2 unique values
0 missing
CENTnumeric15 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
Chi0_EA.ed.numeric14 unique values
0 missing
Chi0_EA.ri.numeric13 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.numeric13 unique values
0 missing
Chi1_EA.ed.numeric14 unique values
0 missing
Chi1_EA.ri.numeric14 unique values
0 missing
CIC0numeric13 unique values
0 missing
CIC1numeric13 unique values
0 missing
CIC2numeric14 unique values
0 missing
CIC3numeric14 unique values
0 missing
CIC4numeric15 unique values
0 missing
CIC5numeric14 unique values
0 missing
CIDnumeric12 unique values
0 missing
CSInumeric15 unique values
0 missing
DBInumeric12 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
DECCnumeric15 unique values
0 missing
DELSnumeric15 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric2 unique values
0 missing
DLS_06numeric2 unique values
0 missing
DLS_consnumeric3 unique values
0 missing
Dznumeric13 unique values
0 missing
ECCnumeric15 unique values
0 missing
Eig01_AEA.bo.numeric11 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
Eig01_EA.bo.numeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
23
Number of instances (rows) of the dataset.
NumberOfFeatures
391
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
390
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.57
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.95
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
23
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.86
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
0.61
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
14752.35
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.74
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
8.23
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.26
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.57
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
-0.6
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
4.8
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0.97
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.14
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
8074.09
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
2.37
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.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
0.75
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
-1.09
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
68.55
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.32
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.73
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Quartile2KurtosisOfNumericAtts
-0.3
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
17
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
4.3
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.
MeanSkewnessOfNumericAtts
-0.59
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
31.38
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0.82
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
1 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3425
0 runs - estimation_procedure: 50 times Clustering
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