Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530

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: CHEMBL3530 (TID: 12919), and it has 79 rows and 391 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.

393 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal79 unique values
0 missing
Chi1_EA.dm.numeric78 unique values
0 missing
ATSC6vnumeric79 unique values
0 missing
Chi1_EA.ed.numeric79 unique values
0 missing
AACnumeric73 unique values
0 missing
Chi1_EA.ri.numeric79 unique values
0 missing
AECCnumeric79 unique values
0 missing
CIC0numeric75 unique values
0 missing
ALOGPnumeric79 unique values
0 missing
CIC1numeric78 unique values
0 missing
ALOGP2numeric79 unique values
0 missing
CIC2numeric75 unique values
0 missing
AMRnumeric79 unique values
0 missing
CIC3numeric77 unique values
0 missing
AMWnumeric75 unique values
0 missing
CIC4numeric75 unique values
0 missing
ARRnumeric64 unique values
0 missing
CIC5numeric74 unique values
0 missing
ATS1enumeric75 unique values
0 missing
CIDnumeric74 unique values
0 missing
ATS1inumeric74 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS1mnumeric76 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1pnumeric72 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1snumeric74 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS1vnumeric72 unique values
0 missing
CSInumeric78 unique values
0 missing
ATS2enumeric75 unique values
0 missing
DBInumeric33 unique values
0 missing
ATS2inumeric76 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
ATS2mnumeric75 unique values
0 missing
D.Dtr05numeric55 unique values
0 missing
ATS2pnumeric76 unique values
0 missing
D.Dtr06numeric79 unique values
0 missing
ATS2snumeric79 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
ATS2vnumeric78 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
ATS3enumeric79 unique values
0 missing
D.Dtr09numeric37 unique values
0 missing
ATS3inumeric76 unique values
0 missing
D.Dtr10numeric29 unique values
0 missing
ATS3mnumeric75 unique values
0 missing
D.Dtr11numeric6 unique values
0 missing
ATS3pnumeric75 unique values
0 missing
D.Dtr12numeric5 unique values
0 missing
ATS3snumeric73 unique values
0 missing
DECCnumeric78 unique values
0 missing
ATS3vnumeric76 unique values
0 missing
DELSnumeric79 unique values
0 missing
ATS4enumeric77 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4inumeric78 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4mnumeric74 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS4pnumeric74 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4snumeric78 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS4vnumeric77 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS5enumeric77 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5inumeric77 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS5mnumeric77 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS5pnumeric77 unique values
0 missing
DLS_consnumeric23 unique values
0 missing
ATS5snumeric77 unique values
0 missing
Dznumeric59 unique values
0 missing
ATS5vnumeric78 unique values
0 missing
ECCnumeric77 unique values
0 missing
ATS6enumeric75 unique values
0 missing
Eig01_AEA.bo.numeric70 unique values
0 missing
ATS6inumeric77 unique values
0 missing
Eig01_AEA.dm.numeric71 unique values
0 missing
ATS6mnumeric76 unique values
0 missing
Eig01_AEA.ed.numeric74 unique values
0 missing
ATS6pnumeric78 unique values
0 missing
Eig01_AEA.ri.numeric73 unique values
0 missing
ATS6snumeric78 unique values
0 missing
Eig01_EAnumeric65 unique values
0 missing
ATS6vnumeric77 unique values
0 missing
Eig01_EA.bo.numeric66 unique values
0 missing
ATS7enumeric77 unique values
0 missing
Eig01_EA.dm.numeric32 unique values
0 missing
ATS7inumeric78 unique values
0 missing
Eig01_EA.ed.numeric75 unique values
0 missing
ATS7mnumeric78 unique values
0 missing
Eig01_EA.ri.numeric73 unique values
0 missing
ATS7pnumeric78 unique values
0 missing
Eig02_AEA.bo.numeric75 unique values
0 missing
ATS7snumeric75 unique values
0 missing
Eig02_AEA.dm.numeric76 unique values
0 missing
ATS7vnumeric77 unique values
0 missing
Eig02_AEA.ed.numeric77 unique values
0 missing
ATS8enumeric76 unique values
0 missing
Eig02_AEA.ri.numeric74 unique values
0 missing
ATS8inumeric78 unique values
0 missing
Eig02_EAnumeric73 unique values
0 missing
ATS8mnumeric77 unique values
0 missing
Eig02_EA.bo.numeric74 unique values
0 missing
ATS8pnumeric77 unique values
0 missing
Eig02_EA.dm.numeric27 unique values
0 missing
ATS8snumeric78 unique values
0 missing
Eig02_EA.ed.numeric78 unique values
0 missing
ATS8vnumeric77 unique values
0 missing
Eig02_EA.ri.numeric74 unique values
0 missing
ATSC1enumeric71 unique values
0 missing
Eig03_AEA.bo.numeric75 unique values
0 missing
ATSC1inumeric74 unique values
0 missing
Eig03_AEA.dm.numeric76 unique values
0 missing
ATSC1mnumeric78 unique values
0 missing
Eig03_AEA.ed.numeric76 unique values
0 missing
ATSC1pnumeric78 unique values
0 missing
Eig03_AEA.ri.numeric74 unique values
0 missing
ATSC1snumeric79 unique values
0 missing
Eig03_EAnumeric71 unique values
0 missing
ATSC1vnumeric78 unique values
0 missing
Eig03_EA.bo.numeric74 unique values
0 missing
ATSC2enumeric70 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
ATSC2inumeric76 unique values
0 missing
Eig03_EA.ed.numeric79 unique values
0 missing
ATSC2mnumeric78 unique values
0 missing
Eig03_EA.ri.numeric75 unique values
0 missing
ATSC2pnumeric78 unique values
0 missing
Eig04_AEA.bo.numeric74 unique values
0 missing
ATSC2snumeric79 unique values
0 missing
Eig04_AEA.dm.numeric77 unique values
0 missing
ATSC2vnumeric79 unique values
0 missing
Eig04_AEA.ed.numeric76 unique values
0 missing
ATSC3enumeric76 unique values
0 missing
Eig04_AEA.ri.numeric74 unique values
0 missing
ATSC3inumeric78 unique values
0 missing
Eig04_EAnumeric78 unique values
0 missing
ATSC3mnumeric79 unique values
0 missing
Eig04_EA.bo.numeric75 unique values
0 missing
ATSC3pnumeric79 unique values
0 missing
Eig04_EA.dm.numeric17 unique values
0 missing
ATSC3snumeric79 unique values
0 missing
Eig04_EA.ed.numeric76 unique values
0 missing
ATSC3vnumeric78 unique values
0 missing
Eig04_EA.ri.numeric76 unique values
0 missing
ATSC4enumeric74 unique values
0 missing
Eig05_AEA.bo.numeric75 unique values
0 missing
ATSC4inumeric77 unique values
0 missing
Eig05_AEA.dm.numeric77 unique values
0 missing
ATSC4mnumeric79 unique values
0 missing
Eig05_AEA.ed.numeric73 unique values
0 missing
ATSC4pnumeric79 unique values
0 missing
Eig05_AEA.ri.numeric78 unique values
0 missing
ATSC4snumeric79 unique values
0 missing
Eig05_EAnumeric75 unique values
0 missing
ATSC4vnumeric79 unique values
0 missing
Eig05_EA.bo.numeric72 unique values
0 missing
ATSC5enumeric78 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC5inumeric78 unique values
0 missing
Eig05_EA.ed.numeric79 unique values
0 missing
ATSC5mnumeric79 unique values
0 missing
Eig05_EA.ri.numeric77 unique values
0 missing
ATSC5pnumeric79 unique values
0 missing
Eig06_AEA.bo.numeric73 unique values
0 missing
ATSC5snumeric79 unique values
0 missing
Eig06_AEA.dm.numeric76 unique values
0 missing
ATSC5vnumeric79 unique values
0 missing
Eig06_AEA.ed.numeric74 unique values
0 missing
ATSC6enumeric78 unique values
0 missing
Eig06_AEA.ri.numeric76 unique values
0 missing
ATSC6inumeric77 unique values
0 missing
Eig06_EAnumeric74 unique values
0 missing
ATSC6mnumeric79 unique values
0 missing
Eig06_EA.bo.numeric74 unique values
0 missing
ATSC6pnumeric79 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
ATSC6snumeric79 unique values
0 missing
Eig06_EA.ed.numeric78 unique values
0 missing
ATSC7enumeric76 unique values
0 missing
Eig06_EA.ri.numeric77 unique values
0 missing
ATSC7inumeric78 unique values
0 missing
Eig07_AEA.bo.numeric73 unique values
0 missing
ATSC7mnumeric79 unique values
0 missing
Eig07_AEA.dm.numeric75 unique values
0 missing
ATSC7pnumeric78 unique values
0 missing
Eig07_AEA.ed.numeric75 unique values
0 missing
ATSC7snumeric79 unique values
0 missing
Eig07_AEA.ri.numeric75 unique values
0 missing
ATSC7vnumeric79 unique values
0 missing
Eig07_EAnumeric73 unique values
0 missing
ATSC8enumeric78 unique values
0 missing
Eig07_EA.bo.numeric77 unique values
0 missing
ATSC8inumeric76 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
ATSC8mnumeric79 unique values
0 missing
Eig07_EA.ed.numeric79 unique values
0 missing
ATSC8pnumeric79 unique values
0 missing
Eig07_EA.ri.numeric74 unique values
0 missing
ATSC8snumeric79 unique values
0 missing
Eig08_AEA.bo.numeric73 unique values
0 missing
ATSC8vnumeric79 unique values
0 missing
Eig08_AEA.dm.numeric75 unique values
0 missing
BACnumeric34 unique values
0 missing
Eig08_AEA.ed.numeric76 unique values
0 missing
BBInumeric36 unique values
0 missing
Eig08_AEA.ri.numeric76 unique values
0 missing
BIC0numeric51 unique values
0 missing
Eig08_EAnumeric75 unique values
0 missing
BIC1numeric65 unique values
0 missing
Eig08_EA.bo.numeric76 unique values
0 missing
BIC2numeric66 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
BIC3numeric59 unique values
0 missing
Eig08_EA.ed.numeric76 unique values
0 missing
BIC4numeric57 unique values
0 missing
Eig08_EA.ri.numeric77 unique values
0 missing
BIC5numeric57 unique values
0 missing
Eig09_AEA.bo.numeric69 unique values
0 missing
BIDnumeric47 unique values
0 missing
Eig09_AEA.dm.numeric77 unique values
0 missing
BLInumeric64 unique values
0 missing
Eig09_AEA.ed.numeric76 unique values
0 missing
BLTA96numeric73 unique values
0 missing
Eig09_AEA.ri.numeric72 unique values
0 missing
BLTD48numeric70 unique values
0 missing
Eig09_EAnumeric67 unique values
0 missing
BLTF96numeric69 unique values
0 missing
Eig09_EA.bo.numeric74 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
C.numeric66 unique values
0 missing
Eig09_EA.ed.numeric73 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig09_EA.ri.numeric74 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig10_AEA.bo.numeric72 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig10_AEA.dm.numeric73 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_AEA.ed.numeric78 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_AEA.ri.numeric76 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_EAnumeric69 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_EA.bo.numeric74 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_EA.ed.numeric76 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig10_EA.ri.numeric72 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig11_AEA.bo.numeric68 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_AEA.dm.numeric69 unique values
0 missing
C.016numeric5 unique values
0 missing
Eig11_AEA.ed.numeric72 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_AEA.ri.numeric71 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_EAnumeric66 unique values
0 missing
C.020numeric2 unique values
0 missing
Eig11_EA.bo.numeric69 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig11_EA.ed.numeric71 unique values
0 missing
C.022numeric3 unique values
0 missing
C.024numeric14 unique values
0 missing
C.025numeric8 unique values
0 missing
C.026numeric8 unique values
0 missing
C.027numeric4 unique values
0 missing
C.028numeric5 unique values
0 missing
C.029numeric4 unique values
0 missing
C.030numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
C.034numeric5 unique values
0 missing
C.035numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
CATS2D_06_LLnumeric19 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
CENTnumeric78 unique values
0 missing
Chi0_AEA.bo.numeric79 unique values
0 missing
Chi0_AEA.dm.numeric79 unique values
0 missing
Chi0_AEA.ed.numeric79 unique values
0 missing
Chi0_AEA.ri.numeric79 unique values
0 missing
Chi0_EAnumeric79 unique values
0 missing
Chi0_EA.bo.numeric79 unique values
0 missing
Chi0_EA.dm.numeric78 unique values
0 missing
Chi0_EA.ed.numeric79 unique values
0 missing
Chi0_EA.ri.numeric79 unique values
0 missing
Chi1_AEA.bo.numeric78 unique values
0 missing
Chi1_AEA.dm.numeric78 unique values
0 missing
Chi1_AEA.ed.numeric78 unique values
0 missing
Chi1_AEA.ri.numeric78 unique values
0 missing
Chi1_EAnumeric78 unique values
0 missing
Chi1_EA.bo.numeric79 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
79
Number of instances (rows) of the dataset.
NumberOfFeatures
393
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
392
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.6
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
6.56
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
15.44
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.07
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.26
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.62
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
0.41
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
4.97
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.24
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.76
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.
MeanStdDevOfNumericAtts
7.55
Mean standard deviation of 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.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.5
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-1.97
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.4
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
79
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4
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
1881.9
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
2.96
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
99.75
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.34
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-8.89
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.25
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.89
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.51
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1028.94
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.28
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.44
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3530
0 runs - estimation_procedure: 50 times Clustering
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