Created
June 21, 2011 08:48
-
-
Save danbri/1037481 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| public static void user_recommender_5(DataModel model) { | |
| try { | |
| final int neighbours = 3; | |
| RandomUtils.useTestSeed(); | |
| RecommenderEvaluator evaluator = new AverageAbsoluteDifferenceRecommenderEvaluator(); | |
| RecommenderBuilder builder = new RecommenderBuilder() { | |
| @Override | |
| public Recommender buildRecommender(DataModel model) throws TasteException { | |
| // TanimotoCoefficientSimilarity ignores pref values | |
| UserSimilarity similarity = new CachingUserSimilarity( new TanimotoCoefficientSimilarity(model), model); | |
| UserNeighborhood neighborhood = new NearestNUserNeighborhood(neighbours, similarity, model); | |
| return new GenericUserBasedRecommender(model, neighborhood, similarity); | |
| } | |
| }; | |
| double score = evaluator.evaluate( builder, null, model, default_eval_ratio, default_eval_subset); | |
| System.out.println("u5: "+score+"\n\n"); | |
| } catch (Exception e ) { | |
| System.out.println("Something awful happened. No, really! It went like this: "+ e); | |
| } | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment