Novel Recommendation System for Tourist Spots Based on Hierarchical Sampling Statistics and SVD++

Figure 3

The parameter tuning procedure of the proposed SVD++ algorithm.

(a) Learning rate tuning (RMSE)

(b) Learning rate tuning (MAE)

(c) Regularization parameter tuning (RMSE)

(d) Regularization parameter tuning (MAE)