Guide to Random Forest Classification and Regression Algorithms
serokell.io
Guide to Random Forest Classification and Regression Algorithms
Random forest classifier: Introduction to the random forest classification and regression algorithms with a step-by-step guide and use cases in various industries.
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Random Forest is a powerful machine learning algorithm based on multiple decision trees. It improves accuracy by randomly selecting subsets of data (bootstrapping) and features for each tree, ensuring diversity. Each tree makes independent predictions, and the final result is determined by majority voting for classification or averaging for regression. This randomness helps prevent overfitting, making the model more reliable and efficient. Follow SkillLync for more exciting posts on machine lear
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