Sample sets 

 was kind enough to point me to some sets of known vandalism and non-vandalism which should be used to initially train the bot. These datasets are courtesy of  and were originally intended for . 

User:Crispy1989/Dataset/Constructive - Definite constructive posts
Thanks to those whom have worked to build these lists. The information will be truly helpful.