T.M. Mitchell's scientific contributions

Citations

... • Naive Bayes (Mitchell 2017) is a probabilistic classifier based on the application of Bayes' theorem. The method uses the idea that probabilities amongst features are strongly independent, rather than calculating the value for each attribute x i given a hypothesis h P (x 1 , x 2 , x 3 |h), simplifying the probability calculation for each value as P (x 1 |h). ...