Table 2
Dataset statistics before and after augmentation and cleaning
Dataset version
Total messages
Spam
Ham
Original (raw)
5,572
747
4,825
After initial cleaning
5,169
747
4,422
After augmentation
8,560
3,735
4,825
Final version (cleaned again)
8,213
3,697
4,516
Dataset version
Total messages
Spam
Ham
Original (raw)
5,572
747
4,825
After initial cleaning
5,169
747
4,422
After augmentation
8,560
3,735
4,825
Final version (cleaned again)
8,213
3,697
4,516
Source(s):
Created by the author
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