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What is Predictive Analytics: Regression & Classification about?

Predictive analytics is a branch of advanced analytics that forecasts future outcomes using historical data and statistical modeling techniques. It encompasses supervised learning methods such as linear regression, classification, and various algorithms like Ridge and Lasso regression, which help in making predictions based on labeled datasets. The document also discusses feature selection techniques and the importance of minimizing model complexity to improve predictive performance.

Author

sai22072002

Language

EN