public MultiClassClassifierMetricsStatistics()
{
AccuracyMacro = new MetricStatistics();
AccuracyMicro = new MetricStatistics();
LogLoss = new MetricStatistics();
LogLossReduction = new MetricStatistics();
TopKAccuracy = new MetricStatistics();
}
public RegressionMetricsStatistics()
{
L1 = new MetricStatistics();
L2 = new MetricStatistics();
Rms = new MetricStatistics();
LossFn = new MetricStatistics();
RSquared = new MetricStatistics();
}
public BinaryClassificationMetricsStatistics()
{
Auc = new MetricStatistics();
Accuracy = new MetricStatistics();
PositivePrecision = new MetricStatistics();
PositiveRecall = new MetricStatistics();
NegativePrecision = new MetricStatistics();
NegativeRecall = new MetricStatistics();
F1Score = new MetricStatistics();
Auprc = new MetricStatistics();
}
protected MetricStatistics[] InitializeArray(int length)
{
var array = new MetricStatistics[length];
for (int i = 0; i < array.Length; i++)
{
array[i] = new MetricStatistics();
}
return(array);
}