szcf-weiya

Results 96 issues of szcf-weiya

source: https://web.stanford.edu/~hastie/ElemStatLearn/14-cancer gene expression data. 16,063 genes, 144 training samples, 54 test samples. One gene per row, one sample per column Cancer classes are labelled as follows: 1. breast 2....

**Paper:** Golub, T. R., Slonim, D. K., Tamayo, P., Huard, C., Gaasenbeek, M., Mesirov, J. P., … Lander, E. S. (1999). Molecular Classification of Cancer: Class Discovery and Class Prediction...

inprocess
lasso

- data source: [http://lib.stat.cmu.edu/datasets/](http://lib.stat.cmu.edu/datasets/) - original: [Section 10.14.1](https://esl.hohoweiya.xyz/10-Boosting-and-Additive-Trees/10.14-Illustrations/index.html)

inprocess
Gradient Boosting

Reproducing related tables/figures.

![image](https://user-images.githubusercontent.com/13688320/62536202-f73f7800-b87f-11e9-8ebb-6d5f6a9a9ba8.png)

exercise

![image](https://user-images.githubusercontent.com/13688320/62459031-f68be080-b7b0-11e9-8c33-8005ce8af109.png)

exercise

![image](https://user-images.githubusercontent.com/13688320/62454296-a0b23b00-b7a6-11e9-8308-019d1078366e.png)

exercise

p542 or [主曲线和主曲面](https://esl.hohoweiya.xyz/14-Unsupervised-Learning/14.5-Principal-Components-Curves-and-Surfaces/index.html#_3)

question

![image](https://user-images.githubusercontent.com/13688320/56424366-8ed58680-62e2-11e9-91f3-2dcde65b518f.png)

exercise

![image](https://user-images.githubusercontent.com/13688320/56348847-e8ae5180-61f9-11e9-83f5-b3e5b011cb27.png)

exercise