Computational Intelligence and Neuroscience / 2017 / Article / Tab 3

Research Article

Optimal Parameter Selection for Support Vector Machine Based on Artificial Bee Colony Algorithm: A Case Study of Grid-Connected PV System Power Prediction

Table 3

Prediction error and running time comparison between different models and different weather types.

Weather types EMD-ABC-SVMEMD-SVMSVM
MAPE/%RMSE/%MAPE/%RMSE/%MAPE/%RMSE/%

Sunny6.357.599.7310.4612.8913.74
Sunny to cloudy12.3813.0515.2617.0318.4420.63
Cloudy13.5514.1617.0318.5219.6821.27
Overcast10.8912.0713.9514.8316.6618.72

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