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It evaluates the forecasting performances of topic features, investigated among the previous works that analyze social media data for politics, hidden Markov model (HMM -based tecHMM -basedidely used for techniquesy detection widelyime-series data, and detection models, into which the topic featused and the detection techniques are combined.
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Eight evaluation criteria were applied to evaluate the forecasting accuracy of seasonal precipitation.
The mean absolute error (MAE), root mean square error (RMSE) and correlation coefficient (r) are used to evaluate the forecasting performance of ANFIS-FFA model.
In addition to the conventional performance measures, based on the viewpoint of early warning three measures regarding effective warnings are also proposed to evaluate the forecasting performance.
The European Union Intellectual Property Office EUIPOO), through the European Observatory on Infringements of Intellectual Property Rights, has conducted a research to evaluate the forecasting methodologies currently used at IP offices.
The real prices of the latter 20% days are used to evaluate the forecasting results.
Now, we want to evaluate the forecasting performance of the considered models on the public holidays.
Comparison is done for evaluating the forecasting performances of seasonal and global models as well as the time model.
Moreover, only the computation times for training and evaluating the forecasting models are of interest in the present contribution.
In the track precipitation forecasting practice, the naïve model was used to evaluate the forecasting performance of the seasonal and global models; in the cross-validation precipitation forecasting practice, the time model was used to compare and evaluate the forecasting performance of the seasonal and global models.
We evaluate the forecasting performance for the electricity load data of Germany which was also used in Fig. 1 for illustration purpose.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com