The following link leads to the most straightforward explanation on Naive Bayes I have ever read.
https://monkeylearn.com/blog/practical-explanation-naive-bayes-classifier/
The following link leads to the most straightforward explanation on SVM I have ever read.
http://bytesizebio.net/2014/02/05/support-vector-machines-explained-well/