To relax the term independenceassumption, term dependency is introduced and it has improved retrieval precision dramatically.
利用词项依存关系来改进词袋模型,一直是文本检索中一个热门话题。
2
Absrtact: Naive Bayesian classifier is a simple and effective classifier, but its conditional independenceassumption makes it unable to express the dependence among features.
摘要:朴素贝叶斯分类器是一种简单而高效的分类器,但它的条件独立性假设使其无法表示属性问的依赖关系。
3
Naive Bayes classifier is a simple and effective classification method based on probability theory, but its attribute independenceassumption is often violated in the real world.