Mathematical Problems in Engineering / 2012 / Article / Tab 2

Research Article

Freshwater Algal Bloom Prediction by Support Vector Machine in Macau Storage Reservoirs

Table 2

Performance indexes of the prediction and forecast models.

Performance indexPrediction modelForecast model
Accuracy GeneralizationAccuracy Generalization
performanceperformanceperformanceperformance
(training set)(testing set)(training set)(testing set)
ANNSVMANNSVMANNSVMANNSVM

0.7520.7600.7490.7580.7580.8630.7600.863
RMSE0.3070.3070.3160.3510.2990.2290.3060.264
MAE0.2380.2430.2430.2740.2290.1270.2470.226

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