Overfitting in Machine Learning: What It Is and How to Prevent It

overfitting Prevent overfitting A common pitfall when training a BigQuery ML model is overfitting Overfitting occurs when the model matches the training data too closely

Overfitting occurs when a machine learning model matches the training data too closely, losing its ability to classify and predict new data An overfit model overfitting Handling overfitting · Reduce the network's capacity by removing layers or reducing the number of elements in the hidden layers · Apply