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* **Local News Websites and Radio Stations:** Local news websites like the Belfast Telegraph and the BBC News website, as well as local radio stations like Cool FM and BBC Radio Ulster, provide regular traffic updates throughout the day. These are often the first to report on accidents, incidents, and major road closures. Many of them have dedicated sections or bulletins for traffic information, keeping you informed about everything that's happening on Belfast's roads. Listening to the radio during your commute can be a great way to stay updated.
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**Another challenge is the risk of overfitting.** Overfitting occurs when an AI model becomes too specialized to the training data and performs poorly on new, unseen data. This can happen when the model is too complex or when it's trained on a small dataset. Overfitting can lead to overly optimistic predictions and poor investment decisions. To avoid overfitting, it's essential to use techniques like cross-validation and regularization to ensure the AI model generalizes well to new data. Additionally, it's important to use a diverse and representative dataset to train the AI model and avoid biases that can lead to overfitting.
