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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 201985  37.493%  (98.095% of non-spam corpus)
# Correctly spam:     268759  49.888%  (80.753% of spam corpus)
# False positives:      3923  0.728%  (1.905% of nonspam, 589122 weighted)
# False negatives:     64056  11.890%  (19.247% of spam, 163829 weighted)
# Average score for spam:  10.7    nonspam: -0.4
# Average for false-pos:   9.3  false-neg: 2.6
# TOTAL:              538723  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25244  97.92%
# Correctly spam:      33426  80.61%
# False positives:       537  2.08%
# False negatives:      8040  19.39%
# TCR(l=50): 1.188478  SpamRecall: 80.611%  SpamPrec: 98.419%

##### 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: 202977  98.58%
# Correctly spam:     104750  31.47%
# False positives:      2931  1.42%
# False negatives:    228065  68.53%
# TCR(l=50): 0.888419  SpamRecall: 31.474%  SpamPrec: 97.278%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25401  98.53%
# Correctly spam:      12988  31.32%
# False positives:       380  1.47%
# False negatives:     28478  68.68%
# TCR(l=50): 0.873373  SpamRecall: 31.322%  SpamPrec: 97.157%