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ensemble learners

stacking

Ensemble learning with Stacking and Blending

What is Ensemble Learning? A common practice nowadays is to check the reviews of items before buying them. And when checking reviews, you often look for the items with a large number of reviews so you could know for sure about its rating. After going through the reviews from multiple people you decide whether to […]

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bagging and boosting

Understanding the Ensemble method Bagging and Boosting

Bias and Variance  Ensemble Methods Bagging Boosting Bagging vs Boosting Implementation Bias and Variance  For the same set of data, different algorithms behave differently. For example, if we want to predict the price of houses given for some dataset, some of the algorithms that can be used are Linear Regression and Decision Tree Regressor. Both

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