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MY_DB

MY_DB

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MY Dataset

7 features

timeofthedaynominal6 unique values
0 missing
dayoftheweeknominal2 unique values
0 missing
tv(on/off)nominal2 unique values
0 missing
weathernominal4 unique values
0 missing
temperaturenominal5 unique values
0 missing
appliancenominal3 unique values
0 missing
actiontakennominal2 unique values
0 missing
Show all 7 features

19 properties

NumberOfInstances
120
Number of instances (rows) of the dataset.
NumberOfFeatures
7
Number of attributes (columns) of the dataset.
NumberOfClasses
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
0
Number of numeric attributes.
NumberOfSymbolicFeatures
7
Number of nominal attributes.
PercentageOfSymbolicFeatures
100
Percentage of nominal attributes.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
0
Percentage of numeric attributes.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfBinaryFeatures
42.86
Percentage of binary attributes.
NumberOfBinaryFeatures
3
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Dimensionality
0.06
Number of attributes divided by the number of instances.
Show all 19 properties

4 tasks

Supervised Classification on MY_DB
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: actiontaken
Supervised Classification on MY_DB
0 runs - estimation_procedure: 4-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: actiontaken
Clustering on MY_DB
0 runs - estimation_procedure: 50 times Clustering
Clustering on MY_DB
0 runs - estimation_procedure: 50 times Clustering
Define a new task