public override void SaveSummary(TextWriter writer, RoleMappedSchema schema)
{
Host.CheckValue(schema, nameof(schema));
// REVIEW: Would be nice to have the settings!
var weights = Weight;
writer.WriteLine(LinearPredictorUtils.LinearModelAsText("Linear Binary Classification Predictor", null, null,
ref weights, Bias, schema));
_stats?.SaveText(writer, this, schema, 20);
}
/// <summary>
/// Output the text model to a given writer
/// </summary>
public void SaveAsText(TextWriter writer, RoleMappedSchema schema)
{
writer.WriteLine(nameof(MulticlassLogisticRegression) + " bias and non-zero weights");
foreach (var namedValues in GetSummaryInKeyValuePairs(schema))
{
Host.Assert(namedValues.Value is float);
writer.WriteLine("\t{0}\t{1}", namedValues.Key, (float)namedValues.Value);
}
if (_stats != null)
{
_stats.SaveText(writer, null, schema, 20);
}
}
