Package com.github.pmerienne.trident.ml.stats

Examples of com.github.pmerienne.trident.ml.stats.AdaptiveStreamFeatureStatistics.update()

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    }

    // When
    AdaptiveStreamFeatureStatistics statistics = new AdaptiveStreamFeatureStatistics(1000);
    for (int i = 0; i < size; i++) {
      statistics.update(features[i]);
    }

    // Then
    assertEquals(expectedMean, statistics.getMean(), 0.3);
    assertEquals(stdDev, statistics.getStdDev(), 0.3);
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    }

    // When
    AdaptiveStreamFeatureStatistics statistics = new AdaptiveStreamFeatureStatistics(1000);
    for (int i = 0; i < size; i++) {
      statistics.update(features[i]);
    }

    // Then
    assertEquals(finalMean, statistics.getMean(), 0.35);
    assertEquals(stdDev, statistics.getStdDev(), 0.35);
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    }

    // When
    AdaptiveStreamFeatureStatistics statistics = new AdaptiveStreamFeatureStatistics(1000);
    for (int i = 0; i < size; i++) {
      statistics.update(features[i]);
    }

    // Then
    assertEquals(expectedMean, statistics.getMean(), 0.3);
    assertEquals(finalStdDev, statistics.getStdDev(), 0.3);
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