Machine Learning, Artificial Intelligence, Statistics, Data Science, Towards Data Science.
Regression If the number of classes is greater than 2, Bernoulli distribution is not sufficient to describe the data. In this case, we prefer multinomial distribution. For K-class classification problem, we express the output with one-hot encoding. In one-hot encoding, every output is expressed