public void Train(IEnumerable <Rating> ratings)
        {
            var newPredictor = new CosinePredictor(5, 3);

            newPredictor.Train(ratings);
            predictor = newPredictor;
        }
 public Channel1Service()
 {
     this.predictor = new CosinePredictor(5, 3);
 }