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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169359  44.760%  (99.584% of non-spam corpus)
# Correctly spam:     126852  33.525%  (60.896% of spam corpus)
# False positives:       707  0.187%  (0.416% of nonspam,  51433 weighted)
# False negatives:     81457  21.528%  (39.104% of spam, 149597 weighted)
# Average score for spam:  7.5    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              378375  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21314  99.53%
# Correctly spam:      15954  61.12%
# False positives:       101  0.47%
# False negatives:     10147  38.88%
# TCR(l=50): 1.717510  SpamRecall: 61.124%  SpamPrec: 99.371%

##### 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: 169649  99.75%
# Correctly spam:      71220  34.19%
# False positives:       417  0.25%
# False negatives:    137089  65.81%
# TCR(l=50): 1.318921  SpamRecall: 34.190%  SpamPrec: 99.418%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21359  99.74%
# Correctly spam:       8952  34.30%
# False positives:        56  0.26%
# False negatives:     17149  65.70%
# TCR(l=50): 1.308386  SpamRecall: 34.298%  SpamPrec: 99.378%