Sumários
T11 - Classification II
23 Maio 2019, 14:30 • Sara C. Madeira
Model Evaluation and Selection: METRICS FOR EVALUATING CLASSIFIER PERFORMANCE, HOLDOUT METHOD AND RANDOM SUBSAMPLING, CROSS-VALIDATION, BOOTSTRAPPING.
Techniques to Improve Classification Accuracy: ensemble methods; class-imbalanced data; feature selection; dealing with missing values.
TP09 - Learning Best Practices for Model Evaluation and Hyperparameter Tuning
23 Maio 2019, 13:00 • Sara C. Madeira
Learning Best Practices for Model Evaluation and Hyperparameter Tuning