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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154391  47.157%  (99.440% of non-spam corpus)
# Correctly spam:     103007  31.463%  (59.841% of spam corpus)
# False positives:       870  0.266%  (0.560% of nonspam,  65339 weighted)
# False negatives:     69128  21.114%  (40.159% of spam, 198551 weighted)
# Average score for spam:  7.7    nonspam: -0.1
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              327396  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19431  99.45%
# Correctly spam:      13043  60.19%
# False positives:       108  0.55%
# False negatives:      8625  39.81%
# TCR(l=50): 1.544955  SpamRecall: 60.195%  SpamPrec: 99.179%

##### 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: 154838  99.73%
# Correctly spam:      42979  24.97%
# False positives:       423  0.27%
# False negatives:    129156  75.03%
# TCR(l=50): 1.145230  SpamRecall: 24.968%  SpamPrec: 99.025%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19493  99.76%
# Correctly spam:       5491  25.34%
# False positives:        46  0.24%
# False negatives:     16177  74.66%
# TCR(l=50): 1.172701  SpamRecall: 25.342%  SpamPrec: 99.169%