/examples_sklearn.learning_curve

Some applications on functions of sklearn.learning_curve

Primary LanguagePython

Examples of sklearn.learning_curve

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

Requirements

  • Python
  • sklearn
  • matplotlib.pyplot

Results

file name results
tune_param.py alpha_parameter.png
tune_train_size.py train number-size.png
  • alpha_parameter.png
  • train number-size.png