California Housing - Githubissues

szcf-weiya / ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

https://esl.hohoweiya.xyz

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California Housing #206

Open szcf-weiya opened 4 years ago

szcf-weiya commented 4 years ago

data source: http://lib.stat.cmu.edu/datasets/
original: Section 10.14.1

szcf-weiya commented 4 years ago

I forked https://github.com/szcf-weiya/GradientBoost.jl and rewrite it to be compatible with Julia 1.0, then apply it to the Housing dataset with the squared loss function. Currently, the Huber loss function has not been implemented. fig10 13_square_loss

Actually, it is the stochastic gradient boosting.