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In general, the supervised machine learning models allow you to analyze data or produce a data output from and based on the previous experience. The same way it helps to optimize the performance criteria, and solve various types of real-world computation problems.What is bagging algorithm?
Bootstrap Aggregation (Bagging) Bootstrap Aggregation is a general procedure that can be used to reduce the variance for those algorithm that have high variance. An algorithm that has high variance are decision trees, like classification and regression trees (CART).What is machine learning system?
Machine learning is a field of artificial intelligence that uses statistical techniques to give computer systems the ability to "learn" (e.g., progressively improve performance on a specific task) from data, without being explicitly programmed.