Difference between revisions of "Evaluating Machine Learning Models"
| Line 14: | Line 14: | ||
* [[Recursive Feature Elimination (RFE)]] | * [[Recursive Feature Elimination (RFE)]] | ||
* [[Cross-Validation]] | * [[Cross-Validation]] | ||
| − | * [http://docs.aws.amazon.com/machine-learning/latest/dg/evaluating_models.html Evaluating ML Models | | + | * [http://docs.aws.amazon.com/machine-learning/latest/dg/evaluating_models.html Evaluating ML Models |] [[Amazon | Amazon Web Services]] |
| − | ** [http://docs.aws.amazon.com/machine-learning/latest/dg/binary-model-insights.html Binary Model Insights | AWS] | + | ** [http://docs.aws.amazon.com/machine-learning/latest/dg/binary-model-insights.html Binary Model Insights |] [[Amazon | AWS]] |
| − | ** [http://docs.aws.amazon.com/machine-learning/latest/dg/multiclass-model-insights.html Multiclass Model Insights | AWS] | + | ** [http://docs.aws.amazon.com/machine-learning/latest/dg/multiclass-model-insights.html Multiclass Model Insights |] [[Amazon | AWS]] |
| − | ** [http://docs.aws.amazon.com/machine-learning/latest/dg/regression-model-insights.html Regression Model Insights | AWS] | + | ** [http://docs.aws.amazon.com/machine-learning/latest/dg/regression-model-insights.html Regression Model Insights |] [[Amazon | AWS]] |
* [http://docs.aws.amazon.com/machine-learning/latest/dg/evaluation-alerts.html Evaluation Alerts | AWS] | * [http://docs.aws.amazon.com/machine-learning/latest/dg/evaluation-alerts.html Evaluation Alerts | AWS] | ||
* [[Overfitting Challenge]] | * [[Overfitting Challenge]] | ||
Revision as of 07:06, 2 June 2020
YouTube search... ...Google search
- Evaluation Measures - Classification Performance
- Automated Machine Learning (AML) - AutoML
- Principal Component Analysis (PCA)
- Feature Exploration/Learning
- Recursive Feature Elimination (RFE)
- Cross-Validation
- Evaluating ML Models | Amazon Web Services
- Evaluation Alerts | AWS
- Overfitting Challenge
