Add new shuffling support from data frame to partition a data set #5
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added 5 commits
December 11, 2023 11:13
Add split train test method
Add test
Add split train test test method
splitTrainTestFrom:usingTargetColumn:withProportions: aCollectionOfProportions to split aCollection into multiple sets. The sets to split are determined by the size of aCollectionOfProportions, which looks like #(0.7 0.3), and commonly it represents splitting between a training and test set. Add AIPartitionedDataSet class to hold the splitted data from train and test set.
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Add splitting methods to AIRandomPartitioner.
splitTrainTestFrom:usingTargetColumn:withProportions:to split aCollection into four sets. The sets to split are determined by the size of aCollectionOfProportions, which looks like #(0.7 0.3), and commonly it represents splitting between a training and test set.Add AIPartitionedDataSet class to hold the splitted data from train and test set.