public TTarget Predict(IEnumerable <TProperty> properties)
{
var ladder = new Dictionary <TTarget, double>();
foreach (var weightedModel in weightedModels)
{
IAdaBootModel <TProperty, TTarget> model = weightedModel.Key;
double weight = weightedModel.Value;
TTarget classification = model.Classify(properties);
ladder.AddOrIncrease(classification, weight, o => o + weight);
}
TTarget target = ladder.OrderByDescending(o => o.Value).First().Key;
return(target);
}
private void UpdateModelWeight(IAdaBootModel <TProperty, TTarget> model, double errorRate)
{
this.weightedModels[model] = Math.Log(1 - errorRate, errorRate);
}
