machine learning classification performance
Naive Bayes: A Baseline Model for Machine Learning Classification Performance - KDnuggets
The above equation represents Bayes Theorem in which it describes the probability of an event occurring P(A) based on our prior knowledge of events that may be related to that event P(B). Example of using Bayes theorem: I'll be using the tennis weather dataset. What is the probability of playing tennis given it is rainy? The probability of playing tennis when it is rainy is 60%. The process is very simple once you obtain the frequencies for each category.