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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 384391  57.283%  (99.637% of non-spam corpus)
# Correctly spam:     162671  24.242%  (57.028% of spam corpus)
# False positives:      1402  0.209%  (0.363% of nonspam,  60205 weighted)
# False negatives:    122577  18.267%  (42.972% of spam, 176282 weighted)
# Average score for spam:  9.4    nonspam: -0.3
# Average for false-pos:   5.8  false-neg: 1.4
# TOTAL:              671041  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47892  99.64%
# Correctly spam:      20277  56.86%
# False positives:       172  0.36%
# False negatives:     15386  43.14%
# TCR(l=50): 1.486826  SpamRecall: 56.857%  SpamPrec: 99.159%

##### 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: 384396  99.64%
# Correctly spam:     113104  39.65%
# False positives:      1397  0.36%
# False negatives:    172144  60.35%
# TCR(l=50): 1.178740  SpamRecall: 39.651%  SpamPrec: 98.780%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47900  99.66%
# Correctly spam:      14148  39.67%
# False positives:       164  0.34%
# False negatives:     21515  60.33%
# TCR(l=50): 1.200168  SpamRecall: 39.671%  SpamPrec: 98.854%