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import java.util.Arrays;
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public class DiversityPredictionTheorem {
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private static double square(double d) {
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return d * d;
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}
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private static double averageSquareDiff(double d, double[] predictions) {
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return Arrays.stream(predictions)
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.map(it -> square(it - d))
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.average()
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.orElseThrow();
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}
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private static String diversityTheorem(double truth, double[] predictions) {
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double average = Arrays.stream(predictions)
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.average()
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.orElseThrow();
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return String.format("average-error : %6.3f%n", averageSquareDiff(truth, predictions))
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+ String.format("crowd-error : %6.3f%n", square(truth - average))
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+ String.format("diversity : %6.3f%n", averageSquareDiff(average, predictions));
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}
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public static void main(String[] args) {
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System.out.println(diversityTheorem(49.0, new double[]{48.0, 47.0, 51.0}));
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System.out.println(diversityTheorem(49.0, new double[]{48.0, 47.0, 51.0, 42.0}));
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}
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}
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