Adding KNNClassificationDeciders to ProgLearn
david-z-shi opened this issue · 1 comments
david-z-shi commented
Is your feature request related to a problem? Please describe.
An extension to issue #5, transferring the KNNDecider idea to the classification setting.
Describe the solution you'd like
Create a decider with the following properties:
- Create a list of KNNClassifiers from sklearn for each bag
- The features to the KNNClassifier are the posterior probabilities from each transformer and each class.
- Infer the hard class assignments from these KNNClassifiers from each bag.
- Normalize and use the argmax of the results.
Describe alternatives you've considered
Additional context (e.g. screenshots)
david-z-shi commented
@jdey4 Can I be assigned to this