Create an ensemble of classifiers that can fit a dataset and can be used to predict whether new instances are a candidate to be noise or not.
Support the following two schemes:
Consensus
Majority
Ideally, we would like to be able to insert and remove classifiers from the ensemble so we can easily test different combinations.
A classifier will report an example to be noisy if the prediction does not match the original label. Note that this ensemble should be used with the same dataset it was trained.
salvacorts
commented
3 years ago
Create an ensemble of classifiers that can fit a dataset and can be used to predict whether new instances are a candidate to be noise or not.
Support the following two schemes:
Ideally, we would like to be able to insert and remove classifiers from the ensemble so we can easily test different combinations.
A classifier will report an example to be noisy if the prediction does not match the original label. Note that this ensemble should be used with the same dataset it was trained.