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This tutorial demonstrates a step-by-step on how to use the Random Forest Sklearn Python package to create a regression model using a housing price dataset.
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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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