Machine Learning, Linear Regression, Supervised Learning, Data Science, Predictive Modeling.
Function f(x) and Model Representation When training the model, a learning algorithm produces a function (f) that takes an input feature (x) and outputs an estimate or prediction (ŷ). In linear regression, the function f(x) is defined as: where: “w” and “b” are numeric values that determine the