It was the training data pruning too!
Pramod Kaushik MudrakartaAnkur TalyMukund SundararajanKedar DhamdherePublished in: CoRR (2018)
Keyphrases
- training data
- search space
- training set
- avoid overfitting
- learning algorithm
- data sets
- domain knowledge
- test data
- pruning method
- supervised learning
- decision trees
- prior knowledge
- test set
- generalization error
- noisy data
- training process
- pruning methods
- classification accuracy
- training instances
- domain adaptation
- unseen data
- pruning algorithms
- naive bayes
- class labels
- unlabeled data
- upper bound
- training dataset
- database
- pruning algorithm
- tree construction
- object detection
- small number
- high dimensional
- information retrieval
- tree pruning