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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126651  33.580%  (98.896% of non-spam corpus)
# Correctly spam:     206679  54.798%  (82.971% of spam corpus)
# False positives:      1414  0.375%  (1.104% of nonspam, 177051 weighted)
# False negatives:     42420  11.247%  (17.029% of spam, 114790 weighted)
# Average score for spam:  10.3    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              377164  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15895  98.78%
# Correctly spam:      25775  82.97%
# False positives:       196  1.22%
# False negatives:      5290  17.03%
# TCR(l=50): 2.058648  SpamRecall: 82.971%  SpamPrec: 99.245%

##### 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: 127207  99.33%
# Correctly spam:     139401  55.96%
# False positives:       858  0.67%
# False negatives:    109698  44.04%
# TCR(l=50): 1.632387  SpamRecall: 55.962%  SpamPrec: 99.388%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15975  99.28%
# Correctly spam:      17293  55.67%
# False positives:       116  0.72%
# False negatives:     13772  44.33%
# TCR(l=50): 1.587216  SpamRecall: 55.667%  SpamPrec: 99.334%