Figure 8

ROC curve and measurement table for one year sales. ROC curve for (A) fiction books and (B) nonfiction books. The Learning to Place method performs better than Linear Regression as well as the KNN Baseline. Neural Network achieves comparable ROC curves. Band around the curve represents the standard deviation of the score across 5-fold cross validation. (C) Measurement Table comparing the performance of KNN, Linear Regression, Neural Network and Learning to Place. A higher AUC is better; a lower RMSE is better. We see that Learning to Place outperforms in every measure