public void RunDemo()
{
// step 1: load dataset
var container = new CrowdRecDataContainer();
var reader = new CrowdRecDataReader(_entitesFile, _relationsFile);
reader.LoadData(container);
var dataset = new ItemRatingDataset(container, 0.3f);
// step 2: recommender
var recommender = new MediaLiteRatingPredictor(new BiasedMatrixFactorization());
// step 3: evaluations
var pipline = new EvaluationPipeline<ItemRating>(new EvalutationContext<ItemRating>(recommender, dataset));
pipline.Evaluators.Add(new RMSE());
pipline.Evaluators.Add(new MAE());
pipline.Run();
}
public void RunDemo()
{
// step 1: load dataset
var container = new CrowdRecDataContainer();
var reader = new CrowdRecDataReader(_entitesFile, _relationsFile);
reader.LoadData(container);
var dataset = new ItemRatingDataset(container, 0.3f);
// step 2: recommender
var recommender = new MediaLiteRatingPredictor(new BiasedMatrixFactorization());
// step 3: evaluations
var pipline = new EvaluationPipeline <ItemRating>(new EvalutationContext <ItemRating>(recommender, dataset));
pipline.Evaluators.Add(new RMSE());
pipline.Evaluators.Add(new MAE());
pipline.Run();
}
