How to Use Optimization Algorithms to Manually Fit Regression Models - MachineLearningMastery.com

Regression models are fit on training data using linear regression and local search optimization algorithms. Models like linear regression and logistic regression are trained by least squares optim...

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How to Use Optimization Algorithms to Manually Fit Regression Models - MachineLearningMastery.com

Source: MachineLearningMastery.com

Regression models are fit on training data using linear regression and local search optimization algorithms. Models like linear regression and logistic regression are trained by least squares optimization, and this is the most efficient approach to finding coefficients that minimize error for these models. Nevertheless, it is possible to use alternate optimization algorithms to fit […]