Do We Need More Training Samples For Text Classification?
Wanwan ZhengMingzhe JinPublished in: AICCC (2018)
Keyphrases
- training samples
- text classification
- feature space
- training set
- high dimensional
- learning algorithm
- bag of words
- test sample
- feature selection
- hyperplane
- text categorization
- number of training samples
- supervised learning
- training data
- machine learning
- knn
- text mining
- text classifiers
- face images
- labeled data
- naive bayes
- database
- test data
- k nearest neighbor
- decision boundary
- training examples
- sample set
- decision function
- multi label
- classification method
- prediction accuracy
- small number