##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150362  39.168%  (97.419% of non-spam corpus)
# Correctly spam:     117370  30.574%  (51.132% of spam corpus)
# False positives:      3983  1.038%  (2.581% of nonspam, 177553 weighted)
# False negatives:    112172  29.220%  (48.868% of spam, 303499 weighted)
# Average score for spam:  8.6    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              383887  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18863  97.15%
# Correctly spam:      14729  51.22%
# False positives:       554  2.85%
# False negatives:     14027  48.78%
# TCR(l=50): 0.689146  SpamRecall: 51.221%  SpamPrec: 96.375%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150699  97.64%
# Correctly spam:      59071  25.73%
# False positives:      3646  2.36%
# False negatives:    170471  74.27%
# TCR(l=50): 0.650683  SpamRecall: 25.734%  SpamPrec: 94.187%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18914  97.41%
# Correctly spam:       7370  25.63%
# False positives:       503  2.59%
# False negatives:     21386  74.37%
# TCR(l=50): 0.617930  SpamRecall: 25.629%  SpamPrec: 93.611%