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Line Simplification and Time Series Approximation

This repository contains R scripts and functions used to evaluate line simplification algorithms for feature selection, as discussed in the accompanying Medium article:

👉 "A Small Study of Line Simplification Algorithms for Feature Selection"

This small study explores how various line simplification techniques can be applied to time series data to reduce dimensionality and extract meaningful features.

📌 About

The provided code allows you to:

  • Reproduce the evaluation results from the article
  • Experiment with simplification algorithms
  • Adapt or extend the methods for your own use cases

About

R scripts and function for testing line simplification algorithm for feature selection

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