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gfep's Introduction

GFEP

A General Framework for Enhancing Prediction Performance on Time Series Data

The code is written in R.

Total 3 baseline + 1 thesis methods:

  • ARIMA
  • HWES
  • NNet
  • GFEP

File Explanation:

  • <method>NSteps.R (E.g. NNetNSteps.R): library code for specific methods.
  • Features.R: library code for extracting feature in my method.
  • Exp<desc>.R (E.g. ExpSVRNSteps.R): main code for experimenting. Above libs are called. Start from here.

Presentation slide: http://www.slideshare.net/chinhuichen/slide-print-fororal

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