Banknote Authentication Dataset is used for Exploratory Analysis and KNN algorithm is used to classify and experimentation is done with different parameters for optimization and performance analysis.
- Value of K
- Distance metrics (Euclidean, Manhattan, Mahalanobis, Chebyshev)
- Decisions (majority polling & weighted decision)
- Precision
- Recall
- F1-score
- Learning Curve