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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148097  12.629%  (98.419% of non-spam corpus)
# Correctly spam:     970504  82.761%  (94.945% of spam corpus)
# False positives:      2379  0.203%  (1.581% of nonspam, 515337 weighted)
# False negatives:     51673  4.407%  (5.055% of spam, 141398 weighted)
# Average score for spam:  14.5    nonspam: 0.5
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              1172653  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18626  98.48%
# Correctly spam:     120681  94.61%
# False positives:       288  1.52%
# False negatives:      6880  5.39%
# TCR(l=50): 5.994408  SpamRecall: 94.607%  SpamPrec: 99.762%

##### 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: 148382  98.61%
# Correctly spam:     655721  64.15%
# False positives:      2094  1.39%
# False negatives:    366456  35.85%
# TCR(l=50): 2.169509  SpamRecall: 64.149%  SpamPrec: 99.682%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18657  98.64%
# Correctly spam:      82062  64.33%
# False positives:       257  1.36%
# False negatives:     45499  35.67%
# TCR(l=50): 2.186173  SpamRecall: 64.332%  SpamPrec: 99.688%