Difference between revisions of "Evaluating Machine Learning Models"
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** [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 | 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 | AWS] | ||
| + | * [http://docs.aws.amazon.com/machine-learning/latest/dg/evaluation-alerts.html Evaluation Alerts | AWS] | ||
* [[Overfitting Challenge]] | * [[Overfitting Challenge]] | ||
Revision as of 06:56, 2 June 2020
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- 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 | AWS
- Evaluation Alerts | AWS
- Overfitting Challenge
