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Update README.md
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PENGZhaoqing authored Apr 1, 2017
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Expand Up @@ -64,27 +64,27 @@ python CART_Runner.py

1. Confusion matrix:

```
[[ 6294 38 15 10 11]
[ 5 800 4 0 0]
[ 191 20 41508 1 0]
[ 0 0 0 3 0]
[ 1076 5 0 16 3]]
```
```
[[ 6294 38 15 10 11]
[ 5 800 4 0 0]
[ 191 20 41508 1 0]
[ 0 0 0 3 0]
[ 1076 5 0 16 3]]
```

2. Performance report:

```
precision recall f1-score support
```
precision recall f1-score support
0 0.83 0.99 0.90 6368
1 0.93 0.99 0.96 809
2 1.00 0.99 1.00 41720
3 0.10 1.00 0.18 3
4 0.21 0.00 0.01 1100
0 0.83 0.99 0.90 6368
1 0.93 0.99 0.96 809
2 1.00 0.99 1.00 41720
3 0.10 1.00 0.18 3
4 0.21 0.00 0.01 1100
avg / total 0.96 0.97 0.96 50000
```
avg / total 0.96 0.97 0.96 50000
```

* 训练完成的决策树导出到`CART/output/tree-vis.pdf`供可视化,如图:

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