周志华西瓜书-AI英语单词,第四章
- 决策树,decision tree
- 分而治之,divide-and-conquer
- 纯度,purity
- 信息熵,information entropy
- 信息增益,information gain
- 增益率,gain ratio
- 固有值,intrinsic value
- 基尼指数,gini index
- CART决策树,classification and regression tree
- 剪枝,pruning
- 预剪枝,prepruning
- 后剪枝,postpruning
- 二分法,bi-partition
- 轴平行,axis-parallel
- 多变量决策树,multivariate decision tree
- 感知机树,perceptron tree
- 增量学习,incremental learning