In the previous sections, we did not experience the expected MAE value although we got predictions of the severity loss in each instance. In this section, we will develop a more robust predictive analytics model for the same purpose but use an random forest regressor. However, before diving into its formal implementation, a short overview of the random forest algorithm is needed.
Boosting the performance using random forest regressor
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