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09-energy-prediction's Introduction

Energy Predictor

Background

This was a challenge set from a few months ago. It surrounds the renewable energy sector and the output predicts how much energy would be produced by a wind farm

Input

A txt document split into two sections:

Observaciones (Observations)

Contains four values separated by a space:

  • Energy produced
  • U component
  • V component
  • Temperature

Predicciones (Predictions)

Contains five values separated by a space:

  • Date
  • Time
  • U Component
  • V Component
  • Temperature

Output

A txt document, named 'output.txt' split into three sections:

Regresions (Regressions)

This section contains the coefficient and the y-intercept for each sector, rounded to two decimal places

Errores (Errors)

This section contains the MAE and the MSE for each section as percentages of the energy produced.

Predicciones (Predictions)

This section contains the date and time followed by the predictions

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