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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 477906  43.269%  (99.648% of non-spam corpus)
# Correctly spam:     558122  50.532%  (89.314% of spam corpus)
# False positives:      1686  0.153%  (0.352% of nonspam, 205566 weighted)
# False negatives:     66776  6.046%  (10.686% of spam, 136383 weighted)
# Average score for spam:  15.3    nonspam: -2.0
# Average for false-pos:   9.4  false-neg: 2.0
# TOTAL:              1104490  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59667  99.68%
# Correctly spam:      69720  89.35%
# False positives:       194  0.32%
# False negatives:      8314  10.65%
# TCR(l=50): 4.331853  SpamRecall: 89.346%  SpamPrec: 99.723%

##### 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: 476652  99.39%
# Correctly spam:     455992  72.97%
# False positives:      2940  0.61%
# False negatives:    168906  27.03%
# TCR(l=50): 1.978114  SpamRecall: 72.971%  SpamPrec: 99.359%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59512  99.42%
# Correctly spam:      56969  73.01%
# False positives:       349  0.58%
# False negatives:     21065  26.99%
# TCR(l=50): 2.026068  SpamRecall: 73.005%  SpamPrec: 99.391%