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Write a research paper - random forest, boosting and DART

• Ensemble family, particularly random forest, boosting and DART, has shown great success in machine learning

• It becomes the fundamental block of most of the winning solution in data science competition.

• While sharing many similarity, boosting and random forest estimate parameters in a different manner.

• Random forests (Breiman, 2001) learn each predictor in the ensemble independently

• Boosted ensemble algorithms such as AdaBoost (Freund and Schapire, 1995) and MART (Friedman,2001, 2002) iteratively add each predictor.

Skills: Machine Learning (ML), Algorithm, R Programming Language, Research, Research Writing

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