K-Nearest Neighbors
K-nearest neighbors (KNN) is a supervised machine learning algorithm that classifies a data point based on how its neighbors are classified.
Instant classifier
Instant Classifier Function Function Signature def instant_classifier(self, x_vals, y_vals,...
Store Data in KNN
Storing Values in KNN Classifier Function Signature def store_vals(self, x_values, y_values, ...
Classifying a Query Point
Classifying a Query Point with KNN Function Signature def classify(self, query_point): Par...
Calculating Classification Probability
Calculating Classification Probability with KNN Function Signature def classify_probability(s...
Retrieving Nearest Neighbors
Retrieving Nearest Neighbors with KNN Function Signature def classify_neighbors(self, query_p...
Configuring Distance Metric
Configuring Distance Metric for KNN Function Signature def config_distance(self, distance): ...