Alabama Cyber Range

Nearest Neighbor Model

Basketball example: classify a new player using k-nearest neighbors (hours practiced vs free throw %).

StatusLoad the dataset to get started.

Data Guide

Feature 1

hours practiced (0 to 10,000)

Feature 2

free throw % (0 to 100)

Classes

Starter or Bench

Load Training Data

A dataset of 23 basketball players has been prepared. Loading it makes the data available — the model has not learned anything yet.

23 players

model.log

//Nearest Neighbor Model initialized

//features: [hours_practiced, free_throw_pct]

//classes: Starter | Bench

//k: 3

//────────────────────────────

>Waiting for training data...