Question: what is the difference between binary crossentropy and categorical crossentropy?
Answer: Binary cross-entropy is for multi-label classifications, whereas categorical cross entropy is for multi-class classification where each example belongs to a single class. There are three kinds of classification tasks: Binary classification: two exclusive classes. ... Multi-label classification: just non-exclusive classes.