What Is a Random Forest?

Random forest is a supervised algorithm that is mainly used for classification problems. It creates a decision tree from the data samples. Based on the decision tree, it predicts the result. Then, the voting process takes place in which voting is performed for every predicted result. Finally, the most voted prediction result is taken as the final prediction result. This technique is also used as regression as well.