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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 622508  40.572%  (99.652% of non-spam corpus)
# Correctly spam:     733716  47.820%  (80.659% of spam corpus)
# False positives:      2173  0.142%  (0.348% of nonspam,  91112 weighted)
# False negatives:    175931  11.466%  (19.341% of spam, 405120 weighted)
# Average score for spam:  10.8    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              1534328  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77738  99.65%
# Correctly spam:      91448  80.55%
# False positives:       271  0.35%
# False negatives:     22085  19.45%
# TCR(l=50): 3.185997  SpamRecall: 80.548%  SpamPrec: 99.705%

##### 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: 610117  97.67%
# Correctly spam:     379972  41.77%
# False positives:     14564  2.33%
# False negatives:    529675  58.23%
# TCR(l=50): 0.723162  SpamRecall: 41.771%  SpamPrec: 96.309%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  76123  97.58%
# Correctly spam:      47334  41.69%
# False positives:      1886  2.42%
# False negatives:     66199  58.31%
# TCR(l=50): 0.707375  SpamRecall: 41.692%  SpamPrec: 96.168%