Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data.
Shuohang WangYichong XuYuwei FangYang LiuSiqi SunRuochen XuChenguang ZhuMichael ZengPublished in: CoRR (2022)
Keyphrases
- training data
- prior knowledge
- training process
- classification accuracy
- test data
- computationally efficient
- support vector machine
- preprocessing
- significant improvement
- data sets
- detection method
- high accuracy
- computational complexity
- training set
- training samples
- synthetic data
- clustering method
- input data
- feature set
- experimental evaluation
- computational cost
- dynamic programming
- decision trees
- learning algorithm
- domain knowledge
- hidden markov models
- cost function
- naive bayes
- objective function
- similarity measure
- classification method
- highly efficient
- neural network