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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158706  46.374%  (99.673% of non-spam corpus)
# Correctly spam:     179730  52.517%  (98.211% of spam corpus)
# False positives:       520  0.152%  (0.327% of nonspam,  48434 weighted)
# False negatives:      3274  0.957%  (1.789% of spam,   7588 weighted)
# Average score for spam:  25.9    nonspam: -1.5
# Average for false-pos:   8.1  false-neg: 2.3
# TOTAL:              342230  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19988  99.68%
# Correctly spam:      22574  98.22%
# False positives:        64  0.32%
# False negatives:       409  1.78%
# TCR(l=50): 6.368246  SpamRecall: 98.220%  SpamPrec: 99.717%

##### 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: 158997  99.86%
# Correctly spam:     174914  95.58%
# False positives:       229  0.14%
# False negatives:      8090  4.42%
# TCR(l=50): 9.365609  SpamRecall: 95.579%  SpamPrec: 99.869%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20017  99.83%
# Correctly spam:      21998  95.71%
# False positives:        35  0.17%
# False negatives:       985  4.29%
# TCR(l=50): 8.403291  SpamRecall: 95.714%  SpamPrec: 99.841%