2009/09/08 20:11:26
Machine Learning: An Algorithmic Perspective
一ヶ月近くかかってやっと到着
Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Patrtern Recognition)Stephen Marsland
Chapman & Hall / ￥ 6,707 ()
通常1～3か月以内に発送
機械学習をpythonで的な本だと思っていたが、パラパラめくってみると、プログラムを丁寧に解説している本ではなくて、理論の説明を助けるためにコードを載せている感じ。
- Introduction.
- Linear Discriminants.
- The Multi-Layer Perceptron.
- Radial Basis Functions and Splines.
- Support Vector Machines.
- Learning with Trees.
- Decision by Committee: Ensemble Learning.
- Probability and Learning. Unsupervised Learning.
- Dimensionality Reduction.
- Optimisation and Search.
- Evolutionary Learning.
- Reinforcement Learning.
- Markov Chain Monte Carlo (MCMC) Methods.
- Graphical Models.
そのうち読む。