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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 542324  47.038%  (99.891% of non-spam corpus)
# Correctly spam:     560078  48.578%  (91.810% of spam corpus)
# False positives:       591  0.051%  (0.109% of nonspam,  43221 weighted)
# False negatives:     49960  4.333%  (8.190% of spam,  98370 weighted)
# Average score for spam:  15.8    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              1152953  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67727  99.90%
# Correctly spam:      69984  91.81%
# False positives:        71  0.10%
# False negatives:      6239  8.19%
# TCR(l=50): 7.786597  SpamRecall: 91.815%  SpamPrec: 99.899%

##### 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: 540960  99.64%
# Correctly spam:     475466  77.94%
# False positives:      1955  0.36%
# False negatives:    134572  22.06%
# TCR(l=50): 2.625830  SpamRecall: 77.940%  SpamPrec: 99.591%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67560  99.65%
# Correctly spam:      59408  77.94%
# False positives:       238  0.35%
# False negatives:     16815  22.06%
# TCR(l=50): 2.654466  SpamRecall: 77.940%  SpamPrec: 99.601%