Machine Learning, Deep Learning, Neural Networks, Heartbeat, Mlops.
line) is very far from the true value (sinusoidal function). This means the simple model has high bias. On the other hand, the complex model (blue curve) has low bias. Variance measures how much an estimate varies around its average. What variance captures is how much a model that we’re using for