A Journey into the Forest: Unveiling the Random Forest Algorithm

Random forest is a familiar term in the realms of machine learning and data science. It is an ensemble learning method, which means instead of just using one single model to make a prediction or decision based on data, it uses a bunch of different models to make predictions. Then, it combines all these different predictions to come up with one final, hopefully better, prediction. It's roots can be traced back to the early 2000s, when it was conceived by …

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