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30 lines
792 B
Markdown
30 lines
792 B
Markdown
# Random Split
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One of the simplest methods from Cross-validation is implemented as `RandomSpilt` class. Samples are split to two groups: train group and test group. You can adjust the number of samples in each group.
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### Constructor Parameters
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* $dataset - object that implements `Dataset` interface
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* $testSize - a fraction of test split (float, from 0 to 1, default: 0.3)
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* $seed - seed for random generator (e.g. for tests)
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```
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$randomSplit = new RandomSplit($dataset, 0.2);
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```
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### Samples and labels groups
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To get samples or labels from test and train group, you can use getters:
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```
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$dataset = new RandomSplit($dataset, 0.3, 1234);
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// train group
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$dataset->getTrainSamples();
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$dataset->getTrainLabels();
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// test group
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$dataset->getTestSamples();
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$dataset->getTestLabels();
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```
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