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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 333529  53.513%  (99.594% of non-spam corpus)
# Correctly spam:     158443  25.421%  (54.942% of spam corpus)
# False positives:      1360  0.218%  (0.406% of nonspam,  71822 weighted)
# False negatives:    129940  20.848%  (45.058% of spam, 237113 weighted)
# Average score for spam:  6.7    nonspam: 0.1
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              623272  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41591  99.68%
# Correctly spam:      19934  55.29%
# False positives:       134  0.32%
# False negatives:     16119  44.71%
# TCR(l=50): 1.579955  SpamRecall: 55.291%  SpamPrec: 99.332%

##### 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: 333558  99.60%
# Correctly spam:      84867  29.43%
# False positives:      1331  0.40%
# False negatives:    203516  70.57%
# TCR(l=50): 1.067824  SpamRecall: 29.429%  SpamPrec: 98.456%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41578  99.65%
# Correctly spam:      10664  29.58%
# False positives:       147  0.35%
# False negatives:     25389  70.42%
# TCR(l=50): 1.101225  SpamRecall: 29.579%  SpamPrec: 98.640%