Training error

machine-learning
Training error

Suppose we are in the modelling framework with some training data $T$ and hypothesis space $H$. For some candidate hypothesis $h \in H$ the training error

$$TrainingError(h,T) = \frac{\vert \{ (a,b) \in T \vert h(a) \neq b \}\vert}{\vert T \vert}.$$