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wind-speed-forecast's Introduction

Prediction Wind Speed (Multilayer Perceptron)

Configurations

  • Multilayer Perceptron com algoritmo de treinamento Feed-forward Backpropagation

  • 4 camadas;

  • 15 neurônios

    • sendo 9 nós na camada de entrada
    • 9 neurônios na primeira camada escondida
    • 6 neurônios na segunda camada escondia
    • e 1 nó na camada de saída
  • Resultados:

    • MAE (0,77821), MSE (0,99975), Erro mínimo (0,00396), Erro máximo (3,05602), Coeficiente de correlação de Pearson r (0,93546) e Coeficiente de regressão R2(0,99474).

wind-speed-forecast's People

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