Machine Learning, Deep Learning, Artificial Intelligence, AI, Neural Networks.
Bias and variance as a function of model complexity (flexibility). Source Models with high bias are not complex enough (too simple) for the data and tend to underfit. The simplest model is taking the average (mode) of target variable and assign it to all predictions. On the contrary, models with