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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149690  38.858%  (97.398% of non-spam corpus)
# Correctly spam:     118337  30.719%  (51.110% of spam corpus)
# False positives:      3999  1.038%  (2.602% of nonspam, 180689 weighted)
# False negatives:    113197  29.385%  (48.890% of spam, 307158 weighted)
# Average score for spam:  8.2    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              385223  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18827  97.39%
# Correctly spam:      14729  50.80%
# False positives:       505  2.61%
# False negatives:     14266  49.20%
# TCR(l=50): 0.733753  SpamRecall: 50.798%  SpamPrec: 96.685%

##### 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: 149999  97.60%
# Correctly spam:      59407  25.66%
# False positives:      3690  2.40%
# False negatives:    172127  74.34%
# TCR(l=50): 0.649233  SpamRecall: 25.658%  SpamPrec: 94.152%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18864  97.58%
# Correctly spam:       7352  25.36%
# False positives:       468  2.42%
# False negatives:     21643  74.64%
# TCR(l=50): 0.643718  SpamRecall: 25.356%  SpamPrec: 94.015%