object DecisionTreeID3
The DecisionTreeID3 companion object provides factory methods.
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- def apply(xy: MatriI, fn: Strings, k: Int, cn: Strings, hparam: HyperParameter = hp): DecisionTreeID3
Create a decision tree for the given combined matrix where the last column is the response/classification vector.
Create a decision tree for the given combined matrix where the last column is the response/classification vector.
- xy
the combined data matrix (features and response)
- fn
the names for all features/variables
- k
the number of classes
- cn
the names for all classes
- hparam
the hyper-parameters for the decision tree
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- def test(xy: MatriI, fn: Strings, k: Int, cn: Strings, hparam: HyperParameter = hp): DecisionTreeID3
Test the decision tree on the given dataset passed in as a combined matrix.
Test the decision tree on the given dataset passed in as a combined matrix.
- xy
the combined data matrix (features and response)
- fn
the names for all features/variables
- k
the number of classes
- cn
the names for all classes
- hparam
the hyper-parameters for the decision tree
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