Difference between revisions of "Evaluating Machine Learning Models"
m |
m (Text replacement - "http:" to "https:") |
||
| Line 5: | Line 5: | ||
|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | ||
}} | }} | ||
| − | [ | + | [https://www.youtube.com/results?search_query=Evaluating+model+machine+learning+ML YouTube search...] |
| − | [ | + | [https://www.google.com/search?q=Evaluating+model+n+machine+learning+ML ...Google search] |
* [[Evaluation - Measures]] | * [[Evaluation - Measures]] | ||
| Line 14: | Line 14: | ||
* [[Recursive Feature Elimination (RFE)]] | * [[Recursive Feature Elimination (RFE)]] | ||
* [[Cross-Validation]] | * [[Cross-Validation]] | ||
| − | * [ | + | * [https://docs.aws.amazon.com/machine-learning/latest/dg/evaluating_models.html Evaluating ML Models |] [[Amazon | Amazon Web Services]] |
| − | ** [ | + | ** [https://docs.aws.amazon.com/machine-learning/latest/dg/binary-model-insights.html Binary Model Insights |] [[Amazon | AWS]] |
| − | ** [ | + | ** [https://docs.aws.amazon.com/machine-learning/latest/dg/multiclass-model-insights.html Multiclass Model Insights |] [[Amazon | AWS]] |
| − | ** [ | + | ** [https://docs.aws.amazon.com/machine-learning/latest/dg/regression-model-insights.html Regression Model Insights |] [[Amazon | AWS]] |
| − | * [ | + | * [https://docs.aws.amazon.com/machine-learning/latest/dg/evaluation-alerts.html Evaluation Alerts | AWS] |
* [[Overfitting Challenge]] | * [[Overfitting Challenge]] | ||
