31 lines
608 B
Java
31 lines
608 B
Java
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package ca.joeltherrien.randomforest;
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import lombok.RequiredArgsConstructor;
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import java.util.ArrayList;
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import java.util.List;
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import java.util.Random;
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@RequiredArgsConstructor
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public class Bootstrapper<T> {
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final private List<T> originalData;
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final private Random random = new Random();
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public List<T> bootstrap(){
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final int n = originalData.size();
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final List<T> newList = new ArrayList<>(n);
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for(int i=0; i<n; i++){
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final int index = random.nextInt(n);
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newList.add(originalData.get(index));
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}
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return newList;
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}
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}
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