Merge pull request #121 from franckjay/patch-1

Changed SVP++ to SVD++ in README.md

README.md

@@ -133,7 +133,7 @@ example](https://github.com/NicolasHug/Surprise/tree/master/examples/benchmark.p
 | [Movielens 1M](http://grouplens.org/datasets/movielens/1m)                                                                             |   RMSE |   MAE | Time    |
 |:---------------------------------------------------------------------------------------------------------------------------------------|-------:|------:|:--------|
 | [SVD](http://surprise.readthedocs.io/en/stable/matrix_factorization.html#surprise.prediction_algorithms.matrix_factorization.SVD)      |  0.873 | 0.686 | 0:02:13 |
-| [SVP++](http://surprise.readthedocs.io/en/stable/matrix_factorization.html#surprise.prediction_algorithms.matrix_factorization.SVDpp)  |  0.862 | 0.673 | 2:54:19 |
+| [SVD++](http://surprise.readthedocs.io/en/stable/matrix_factorization.html#surprise.prediction_algorithms.matrix_factorization.SVDpp)  |  0.862 | 0.673 | 2:54:19 |
 | [NMF](http://surprise.readthedocs.io/en/stable/matrix_factorization.html#surprise.prediction_algorithms.matrix_factorization.NMF)      |  0.916 | 0.724 | 0:02:31 |
 | [Slope One](http://surprise.readthedocs.io/en/stable/slope_one.html#surprise.prediction_algorithms.slope_one.SlopeOne)                 |  0.907 | 0.715 | 0:02:31 |
 | [k-NN](http://surprise.readthedocs.io/en/stable/knn_inspired.html#surprise.prediction_algorithms.knns.KNNBasic)                        |  0.923 | 0.727 | 0:05:27 |