Andrew Moore CMU machine learning Notes(ML part)

Andrew Moore CMU machine learning Notes(ML part)

增益

Andrew Moore CMU machine learning Notes(ML part)

增益率

Andrew Moore CMU machine learning Notes(ML part)

贝叶斯分类器

Andrew Moore CMU machine learning Notes(ML part)

朴素贝叶斯

Andrew Moore CMU machine learning Notes(ML part)
Andrew Moore CMU machine learning Notes(ML part)

分布规则

Andrew Moore CMU machine learning Notes(ML part)

高斯分布

Andrew Moore CMU machine learning Notes(ML part)

MLE

Andrew Moore CMU machine learning Notes(ML part)

线性回归

Andrew Moore CMU machine learning Notes(ML part)

线性感知器

Andrew Moore CMU machine learning Notes(ML part)

线性感知**

Andrew Moore CMU machine learning Notes(ML part)

动量方法

Andrew Moore CMU machine learning Notes(ML part)

交叉验证

Andrew Moore CMU machine learning Notes(ML part)

最近邻

Andrew Moore CMU machine learning Notes(ML part)

k邻近

Andrew Moore CMU machine learning Notes(ML part)

核回归(近邻加权)

Andrew Moore CMU machine learning Notes(ML part)

局部加权(拟合加权)

Andrew Moore CMU machine learning Notes(ML part)
Andrew Moore CMU machine learning Notes(ML part)

高斯混合假设

Andrew Moore CMU machine learning Notes(ML part)

马尔科夫

描述

Andrew Moore CMU machine learning Notes(ML part)

三问题

前向迭代层次计算解决概率计算
维比特算法动态规划记录最佳路径
模型学习EM算法

Andrew Moore CMU machine learning Notes(ML part)

EM for HMM

Andrew Moore CMU machine learning Notes(ML part)