Analysis of e-Mail Spam Detection Using a Novel Machine Learning-Based Hybrid Bagging Technique

Table 1

Mail database.

Database	Random forest	Decision tree
Training ham mails	180	120
Training spam mails	130	170
Testing ham mails	150	50
Testing spam mails	110	90
Average mails	500	500
Overall	1000