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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162302  35.611%  (99.520% of non-spam corpus)
# Correctly spam:     289547  63.530%  (98.931% of spam corpus)
# False positives:       783  0.172%  (0.480% of nonspam, 103036 weighted)
# False negatives:      3129  0.687%  (1.069% of spam,   6001 weighted)
# Average score for spam:  28.6    nonspam: -1.8
# Average for false-pos:   7.3  false-neg: 1.9
# TOTAL:              455761  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20478  99.61%
# Correctly spam:      36160  98.97%
# False positives:        80  0.39%
# False negatives:       376  1.03%
# TCR(l=50): 8.349177  SpamRecall: 98.971%  SpamPrec: 99.779%

##### 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: 162852  99.86%
# Correctly spam:     285664  97.60%
# False positives:       233  0.14%
# False negatives:      7012  2.40%
# TCR(l=50): 15.682992  SpamRecall: 97.604%  SpamPrec: 99.919%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20524  99.83%
# Correctly spam:      35691  97.69%
# False positives:        34  0.17%
# False negatives:       845  2.31%
# TCR(l=50): 14.355992  SpamRecall: 97.687%  SpamPrec: 99.905%