Essential Math, Editors Pick, Mathematics, Data Science, Machine Learning.
(probability of 1 for the correct class and 0 otherwise) and the distribution estimated by the model.(Image by author) Say you want to build a model that classifies three different bird species from audio samples. As illustrated in Figure 5, the audio samples are converted in features (here