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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154726  41.534%  (99.549% of non-spam corpus)
# Correctly spam:     107267  28.795%  (49.409% of spam corpus)
# False positives:       701  0.188%  (0.451% of nonspam,  56966 weighted)
# False negatives:    109831  29.483%  (50.591% of spam, 221911 weighted)
# Average score for spam:  9.0    nonspam: -0.5
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              372525  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19464  99.52%
# Correctly spam:      13282  48.84%
# False positives:        93  0.48%
# False negatives:     13914  51.16%
# TCR(l=50): 1.464986  SpamRecall: 48.838%  SpamPrec: 99.305%

##### 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: 154926  99.68%
# Correctly spam:      88243  40.65%
# False positives:       501  0.32%
# False negatives:    128855  59.35%
# TCR(l=50): 1.410597  SpamRecall: 40.647%  SpamPrec: 99.435%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19485  99.63%
# Correctly spam:      11009  40.48%
# False positives:        72  0.37%
# False negatives:     16187  59.52%
# TCR(l=50): 1.374438  SpamRecall: 40.480%  SpamPrec: 99.350%