Discussing the article: "Data Science and Machine Learning (Part 19): Supercharge Your AI models with AdaBoost"

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Check out the new article: Data Science and Machine Learning (Part 19): Supercharge Your AI models with AdaBoost.

AdaBoost, a powerful boosting algorithm designed to elevate the performance of your AI models. AdaBoost, short for Adaptive Boosting, is a sophisticated ensemble learning technique that seamlessly integrates weak learners, enhancing their collective predictive strength.

Adaboost, short for adaptive boosting is an ensemble machine learning model that attempts to build a strong classifier out of weak classifiers.

How does it work?

• The algorithm assigns weights to instances based on their correct or incorrect classification.
• It combines weak learners using a weighted sum.
• The final strong learner is a linear combination of weak learners with weights determined during the training process.

Author: Omega J Msigwa