Learn how to improve business performance using machine learning and the Nearest Neighbors algorithm. Discover the importance of benchmarking and how to select similar hotels for benchmarking. Experiment with different parameter settings and distance metrics to improve the accuracy of benchmark sets.
Table of contents
A quick introduction to distanceExperiment 1: Baseline model with n_neighbors = 4Experiment 2: adding weightsExperiment 3: use Manhattan distanceExperiment 4: use Chebyshev distanceREFERENCESSort: