The "spam" concept is diverse:
- Advertisements for products/web
- Sites,make money fast schemes etc.
Based on the past mails,our objective is to identify whether a given email is spam or not.
- https://archive.ics.uci.edu/ml/machine-learning-databases/spambase/spambase.names
- Number of Instances: 4601
- Number of Attributes: 58 (57 continuous, 1 nominal class label)
- Renaming the columns
- Linear SVM Model at C=1
- Linear SVM Model at C=2
- Tunning linear SVM model