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Comparative Analysis of Predictive Models by angelynmae.chua.pharma is a document available to read on EtoBox.
Linear regression performed the best overall based on the performance metrics provided for four predictive analytics techniques - linear regression, polynomial regression, generalized linear model, and support vector machine. Specifically, generalized linear model had the lowest root mean squared error, linear regression had the lowest absolute error, and linear regression had the highest squared correlation. Therefore, linear regression was determined to be the best technique overall.
- Author
- angelynmae.chua.pharma
- Language
- EN