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Overfitting vs underfitting: Understand bias and variance

What is overfitting and underfitting in machine learning? What is Bias and Variance? Overfitting and Underfitting are two common problems in machine learning and Deep learning. If a model has low ...
The “tradeoff” between bias and variance can be viewed in this manner – a learning algorithm with low bias must be “flexible” so that it can fit the data well. But if the learning algorithm is too ...