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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 661211  40.147%  (99.496% of non-spam corpus)
# Correctly spam:     805493  48.907%  (81.990% of spam corpus)
# False positives:      3347  0.203%  (0.504% of nonspam, 141350 weighted)
# False negatives:    176935  10.743%  (18.010% of spam, 390627 weighted)
# Average score for spam:  10.8    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.2
# TOTAL:              1646986  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  82448  99.45%
# Correctly spam:     100614  82.08%
# False positives:       454  0.55%
# False negatives:     21966  17.92%
# TCR(l=50): 2.744369  SpamRecall: 82.080%  SpamPrec: 99.551%

##### 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: 648987  97.66%
# Correctly spam:     413571  42.10%
# False positives:     15571  2.34%
# False negatives:    568857  57.90%
# TCR(l=50): 0.729125  SpamRecall: 42.097%  SpamPrec: 96.372%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  80977  97.68%
# Correctly spam:      51717  42.19%
# False positives:      1925  2.32%
# False negatives:     70863  57.81%
# TCR(l=50): 0.733516  SpamRecall: 42.190%  SpamPrec: 96.411%