protected override void OnStart(IDictionary <SetType, List <Tomato> > imageSets)
{
//traning phase
var trainSet = TomatoSetHelper.Expand(imageSets[SetType.TRANING]);
classifier.Train(trainSet.Item1, trainSet.Item2, trainSet.Item3, trainSet.Item4);
//load test images
var testImages = new ImageLoaderHelper(base.ComputePath(this.indexName));
//the classifier predicts the class label for each image in the test set.
var lines = ExportClassificationResult(classifier, testImages.Images);
File.WriteAllLines(base.ComputePath("submission" + DateTime.Now.ToFileTime() + ".txt"), lines.ToArray());
log.LogNewLine("evaluation done, output in submission<timestamp>.txt");
}
private void Train(TomatoClassifier classifier, List <Tomato> tomatoes)
{
var adapted = TomatoSetHelper.Expand(tomatoes);
classifier.Train(adapted.Item1, adapted.Item2, adapted.Item3, adapted.Item4);
}