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README.md

Optimization of KNN parameters

Requirements

  • Python >= 3.6
  • pip
  • pipenv: pip install pipenv

Installation

Install all the required dependencies with following command: pipenv shell.

Run example

Firstly enter pipenv shell and then execute python run.py.

Below is the generated chart of the performance comparison between default classifier and classifier with optimal parameter settings.

Boxplot of performance comparison between the classifiers