Читать книгу Statistical Approaches for Hidden Variables in Ecology - Nathalie Peyrard - Страница 40

One advantage of the probabilistic version of supervised classification is the fact that the uncertainty of classification can be quantified. In this case, we can consider the evolution of the probability of being in state 1 or state 2 over time. Figure 1.11 illustrates this evolution for one of the three boobies.

Figure 1.11. Evolution of the probability of being in state 1 or state 2 over time, by model. For a color version of this figure, see www.iste.co.uk/peyrard/ecology.zip

We see that the level of uncertainty in terms of state classification is very low, as the separation of distributions in each state is clear.