Assignment 1 Report

Name:

1. Performance on the development data with 100% of the training data
1a. spam precision:
1b. spam recall: 
1c. spam F1 score: 
1d. ham precision:
1e. ham recall: 
1f. ham F1 score:

2. Performance on the development data with 10% of the training data
2a. spam precision:
2b. spam recall: 
2c. spam F1 score: 
2d. ham precision:
2e. ham recall: 
2f. ham F1 score:

3. Description of enhancement(s) you tried (e.g., different approach(es) to smoothing, treating common words differently, dealing with unknown words differently):

4. Best performance results based on enhancements. Note that these could be the same or worse than the standard implementation.
4a. spam precision:
4b. spam recall: 
4c. spam F1 score: 
4d. ham precision:
4e. ham recall: 
4f. ham F1 score: