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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 440592  40.145%  (99.877% of non-spam corpus)
# Correctly spam:     607356  55.339%  (92.531% of spam corpus)
# False positives:       544  0.050%  (0.123% of nonspam,  53978 weighted)
# False negatives:     49022  4.467%  (7.469% of spam, 103709 weighted)
# Average score for spam:  15.8    nonspam: -1.6
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              1097514  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54918  99.85%
# Correctly spam:      75826  92.63%
# False positives:        82  0.15%
# False negatives:      6034  7.37%
# TCR(l=50): 8.077758  SpamRecall: 92.629%  SpamPrec: 99.892%

##### 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: 439276  99.58%
# Correctly spam:     493098  75.12%
# False positives:      1860  0.42%
# False negatives:    163280  24.88%
# TCR(l=50): 2.561175  SpamRecall: 75.124%  SpamPrec: 99.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54758  99.56%
# Correctly spam:      61540  75.18%
# False positives:       242  0.44%
# False negatives:     20320  24.82%
# TCR(l=50): 2.524985  SpamRecall: 75.177%  SpamPrec: 99.608%