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the project conclude several common machine learning methods according to 《statistic learning theory》 LiHang
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environment |
version |
numpy |
1.13.3 |
matplotlib |
2.1.1 |
the project gives the samples of several common machine learning methods, they can be divided into two categories, classification and clustering.
- AdaBoosting
- NaiveBayes (disecret values, when it comes to continuous values, we can use Gaussian distribution)
- K Nearest Neighbor
- Decision Tree
- the data are in the data folder
- reading data path in every file may need to be revised on windows operation system
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