Ejemplo n.º 1
0
    def test_cross_validation(self):
        cfg = Config()
        axi = xapian.Database(cfg.axi)
        packages = ["gimp","aaphoto","eog","emacs","dia","ferret",
                    "festival","file","inkscape","xpdf"]
        path = "test_data/.sample_axi"
        sample_axi = SampleAptXapianIndex(packages,axi,path)
        rec = Recommender(cfg)
        rec.items_repository = sample_axi
        user = User({"gimp":1,"aaphoto":1,"eog":1,"emacs":1})

        metrics = []
        metrics.append(Precision())
        metrics.append(Recall())
        metrics.append(F1())

        validation = CrossValidation(0.3,5,rec,metrics,0.5)
        validation.run(user)
        print validation