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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 485921  42.416%  (99.883% of non-spam corpus)
# Correctly spam:     591281  51.613%  (89.707% of spam corpus)
# False positives:       567  0.049%  (0.117% of nonspam,  49617 weighted)
# False negatives:     67845  5.922%  (10.293% of spam, 121787 weighted)
# Average score for spam:  16.0    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 1.8
# TOTAL:              1145614  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  60621  99.86%
# Correctly spam:      73695  89.64%
# False positives:        84  0.14%
# False negatives:      8519  10.36%
# TCR(l=50): 6.463873  SpamRecall: 89.638%  SpamPrec: 99.886%

##### 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: 484675  99.63%
# Correctly spam:     502254  76.20%
# False positives:      1813  0.37%
# False negatives:    156872  23.80%
# TCR(l=50): 2.662899  SpamRecall: 76.200%  SpamPrec: 99.640%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  60491  99.65%
# Correctly spam:      62539  76.07%
# False positives:       214  0.35%
# False negatives:     19675  23.93%
# TCR(l=50): 2.706634  SpamRecall: 76.069%  SpamPrec: 99.659%