An Empirical Study on Learning Based Methods for User Consumption Intention Classification.
Mingzhou YangDaling WangShi FengYifei ZhangPublished in: NLPCC (2017)
Keyphrases
- machine learning methods
- benchmark datasets
- discriminative learning
- classification method
- unsupervised learning
- learning algorithm
- machine learning
- multi category
- classification systems
- classification and regression problems
- learning models
- supervised learning
- significant improvement
- decision trees
- preprocessing
- user interface
- image classification
- kernel learning
- reinforcement learning
- pattern recognition
- benchmark data sets
- cross validation
- learning systems
- learning process
- human experts
- machine learning algorithms
- active learning
- bayesian methods
- empirical studies
- training data
- feature construction
- supervised learning algorithms
- feature extraction
- online learning