public void asdfasdf()
{
Bernoulli [] [] activeActivities = { new Bernoulli [N] };
for (int i = 0; i < N; i++)
{
Bernoulli [] [] temp;
testModel.Test(
new [] { new [] { features [0] [i] } },
activePosteriorWeightMeans,
activePosteriorWeightPrecisions,
out temp);
activeActivities [0] [i] = temp [0] [0];
// Now retrain using this label
trainModel.Train(new [] { new [] { features [0] [i] } }, new [] { new [] { labels [0] [i] } },
activePosteriorWeightMeans,
activePosteriorWeightPrecisions,
out activePosteriorWeights,
out activePosteriorWeightMeans,
out activePosteriorWeightPrecisions);
}
var activeMetrics = new Metrics {
Estimates = activeActivities [0],
TrueLabels = labels [0]
};
activeMetrics.PrintSummary();
}
/// <summary>
/// Add the specified metrics.
/// </summary>
/// <param name="metrics">Metrics.</param>
/// <param name="printSummary">If set to <c>true</c> print summary.</param>
public void Add(Metrics metrics, bool printSummary = false)
{
this.metrics.Add(metrics);
if (printSummary)
{
metrics.PrintSummary();
}
}
/// <summary>
/// Add the specified metrics.
/// </summary>
/// <param name="metrics">Metrics.</param>
/// <param name="printSummary">If set to <c>true</c> print summary.</param>
public void Add(Metrics metrics, bool printSummary = false)
{
this.metrics.Add(metrics);
if (printSummary)
{
metrics.PrintSummary();
}
}
public void asdfasdf()
{
Bernoulli [] [] activeActivities = { new Bernoulli [N] };
for ( int i = 0; i < N; i++ ) {
Bernoulli [] [] temp;
testModel.Test(
new [] { new [] { features [0] [i] } },
activePosteriorWeightMeans,
activePosteriorWeightPrecisions,
out temp );
activeActivities [0] [i] = temp [0] [0];
// Now retrain using this label
trainModel.Train( new [] { new [] { features [0] [i] } }, new [] { new [] { labels [0] [i] } },
activePosteriorWeightMeans,
activePosteriorWeightPrecisions,
out activePosteriorWeights,
out activePosteriorWeightMeans,
out activePosteriorWeightPrecisions );
}
var activeMetrics = new Metrics {
Estimates = activeActivities [0],
TrueLabels = labels [0]
};
activeMetrics.PrintSummary();
}
