19 instantiations of MetricStatistics
Microsoft.ML.Transforms (19)
MetricStatistics.cs (19)
68array[i] = new MetricStatistics(); 117MeanAbsoluteError = new MetricStatistics(); 118MeanSquaredError = new MetricStatistics(); 119RootMeanSquaredError = new MetricStatistics(); 120LossFunction = new MetricStatistics(); 121RSquared = new MetricStatistics(); 186AreaUnderRocCurve = new MetricStatistics(); 187Accuracy = new MetricStatistics(); 188PositivePrecision = new MetricStatistics(); 189PositiveRecall = new MetricStatistics(); 190NegativePrecision = new MetricStatistics(); 191NegativeRecall = new MetricStatistics(); 192F1Score = new MetricStatistics(); 193AreaUnderPrecisionRecallCurve = new MetricStatistics(); 251MacroAccuracy = new MetricStatistics(); 252MicroAccuracy = new MetricStatistics(); 253LogLoss = new MetricStatistics(); 254LogLossReduction = new MetricStatistics(); 255TopKAccuracy = new MetricStatistics();
27 references to MetricStatistics
Microsoft.ML.IntegrationTests (3)
Common.cs (3)
278/// Check that a <see cref="MetricStatistics"/> object is valid. 280/// <param name="metric">The <see cref="MetricStatistics"/> object.</param> 281public static void AssertMetricStatistics(MetricStatistics metric)
Microsoft.ML.Transforms (24)
MetricStatistics.cs (24)
56public static void AddToEach(IReadOnlyList<double> src, IReadOnlyList<MetricStatistics> dest) 64public static MetricStatistics[] InitializeArray(int length) 66var array = new MetricStatistics[length]; 93public MetricStatistics MeanAbsoluteError { get; } 98public MetricStatistics MeanSquaredError { get; } 103public MetricStatistics RootMeanSquaredError { get; } 108public MetricStatistics LossFunction { get; } 113public MetricStatistics RSquared { get; } 147public MetricStatistics AreaUnderRocCurve { get; } 152public MetricStatistics Accuracy { get; } 157public MetricStatistics PositivePrecision { get; } 162public MetricStatistics PositiveRecall { get; } 167public MetricStatistics NegativePrecision { get; } 172public MetricStatistics NegativeRecall { get; } 177public MetricStatistics F1Score { get; } 182public MetricStatistics AreaUnderPrecisionRecallCurve { get; } 222public MetricStatistics MacroAccuracy { get; } 227public MetricStatistics MicroAccuracy { get; } 232public MetricStatistics LogLoss { get; } 237public MetricStatistics LogLossReduction { get; } 242public MetricStatistics TopKAccuracy { get; } 247public IReadOnlyList<MetricStatistics> PerClassLogLoss { get; private set; } 285public IReadOnlyList<MetricStatistics> DiscountedCumulativeGains { get; private set; } 290public IReadOnlyList<MetricStatistics> NormalizedDiscountedCumulativeGains { get; private set; }