Stabilized Nearest Neighbor Classifier
Tuning via 5 fold Cross-Validation.
Bagged Nearest Neighbor Classifier
Classification Instability
Data Generator
Classification Error
K Nearest Neighbor Classifier
Optimal Weighted Nearest Neighbor Classifier
Stabilized Nearest Neighbor Classifier
Weighted Nearest Neighbor Classifier
Package for Stabilized Nearest Neighbor Classifier
Implement K-nearest neighbor classifier, weighted nearest neighbor classifier, bagged nearest neighbor classifier, optimal weighted nearest neighbor classifier and stabilized nearest neighbor classifier, and perform model selection via 5 fold cross-validation for them. This package also provides functions for computing the classification error and classification instability of a classification procedure.