This is a paper on predicting the level of sales for newly published books. This is a multi-class classification problem.
- Multi-class
- Imbalance class distribution
- Misclassification cost of each class is not equal
- Conventional classifiers (kNN, Decision Trees, MLP, SVM)
- Ensemble classifiers (Bagging, Boosting, Random Forests)
- Cost-sensitive strategies