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MY_DB

MY_DB

active ARFF Public Domain (CC0) Visibility: public Uploaded 01-10-2020 by Dranke Jane
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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.
Dimensionality
0.06
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
0
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
100
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
3
Number of binary attributes.
PercentageOfBinaryFeatures
42.86
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
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