Figure 8.

(a) Progressive validation incorporated into the basic flow of the training process (‘test-then-train’) of an online classifier in an immediate label setting. (${\mathbf{x}}_i,y_i)$ represents an input feature vector and its corresponding label. (b) Evaluation incorporated into the basic flow of the training process of an online classifier when labels arrive delayed ($i\ge j$).