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MLP feed forward ANNs’ architecture.

Journal: PLoS ONE

Article Title: A machine learning method to monitor China’s AIDS epidemics with data from Baidu trends

doi: 10.1371/journal.pone.0199697

Figure Lengend Snippet: MLP feed forward ANNs’ architecture.

Article Snippet: Three criteria of forecasting performance, the MAPE, the RMSPE, and the IA, all indicate that the MLP model of ANNs can result in accurate forecasting of concurrent AIDS incidences and deaths with Baidu search trend data.

Techniques:

Forecasting performance of the MLP model of ANNs for AIDS in the test set.

Journal: PLoS ONE

Article Title: A machine learning method to monitor China’s AIDS epidemics with data from Baidu trends

doi: 10.1371/journal.pone.0199697

Figure Lengend Snippet: Forecasting performance of the MLP model of ANNs for AIDS in the test set.

Article Snippet: Three criteria of forecasting performance, the MAPE, the RMSPE, and the IA, all indicate that the MLP model of ANNs can result in accurate forecasting of concurrent AIDS incidences and deaths with Baidu search trend data.

Techniques: