Data Science, Machine Learning, Regression, Data Analysis, Statistics.
predictions are less accurate when exposed to real-world data. Causes of Overfitting Too Many Features: Having too many predictor variables, especially irrelevant ones, can lead the model to fit the noise in the data. Insufficient Samples: A small dataset can lead the model to learn from noise and