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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 565850  35.418%  (99.886% of non-spam corpus)
# Correctly spam:     959571  60.063%  (93.061% of spam corpus)
# False positives:       643  0.040%  (0.114% of nonspam,  76174 weighted)
# False negatives:     71550  4.479%  (6.939% of spam, 139467 weighted)
# Average score for spam:  17.4    nonspam: -2.3
# Average for false-pos:   6.5  false-neg: 1.9
# TOTAL:              1597614  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70643  99.88%
# Correctly spam:     119638  92.97%
# False positives:        82  0.12%
# False negatives:      9051  7.03%
# TCR(l=50): 9.785492  SpamRecall: 92.967%  SpamPrec: 99.932%

##### 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: 564448  99.64%
# Correctly spam:     780583  75.70%
# False positives:      2045  0.36%
# False negatives:    250538  24.30%
# TCR(l=50): 2.922778  SpamRecall: 75.702%  SpamPrec: 99.739%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70505  99.69%
# Correctly spam:      97188  75.52%
# False positives:       220  0.31%
# False negatives:     31501  24.48%
# TCR(l=50): 3.027905  SpamRecall: 75.522%  SpamPrec: 99.774%