Data Science, Machine Learning, Regression, Data Analysis, Statistics.
real-world scenarios. Unreliable Predictions: Predictions made by overfitted models are unreliable and often incorrect when applied to new data. Visual Examples of Overfitting To illustrate overfitting, I’ll generate a simple dataset and fit two regression models to it: one that is appropriately