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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200687  36.429%  (97.441% of non-spam corpus)
# Correctly spam:     278918  50.629%  (80.858% of spam corpus)
# False positives:      5270  0.957%  (2.559% of nonspam, 882783 weighted)
# False negatives:     66031  11.986%  (19.142% of spam, 168518 weighted)
# Average score for spam:  10.3    nonspam: -0.3
# Average for false-pos:   10.0  false-neg: 2.6
# TOTAL:              550906  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25096  97.31%
# Correctly spam:      34840  81.02%
# False positives:       693  2.69%
# False negatives:      8161  18.98%
# TCR(l=50): 1.004438  SpamRecall: 81.021%  SpamPrec: 98.050%

##### 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: 202507  98.32%
# Correctly spam:     110325  31.98%
# False positives:      3450  1.68%
# False negatives:    234624  68.02%
# TCR(l=50): 0.847282  SpamRecall: 31.983%  SpamPrec: 96.968%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25349  98.29%
# Correctly spam:      13880  32.28%
# False positives:       440  1.71%
# False negatives:     29121  67.72%
# TCR(l=50): 0.841161  SpamRecall: 32.278%  SpamPrec: 96.927%
