These examples are applications on functions from sklearn.learning_curve module. It is based on Python机器学习入门: sklearn.learning_curve 训练结果可视化实例(完整代码) and Python机器学习可视化(二)sklearn.validation_curve选择超参数实例(完整代码).
file name | use function | detail |
---|---|---|
tune_param.py | validation_curve | SGD classifier |
tune_train_size.py | learning_curve | KNC classifier |
- Python
- sklearn
- matplotlib.pyplot
file name | results |
---|---|
tune_param.py | alpha_parameter.png |
tune_train_size.py | train number-size.png |
- alpha_parameter.png
- train number-size.png