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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 264014  27.169%  (99.814% of non-spam corpus)
# Correctly spam:     656375  67.546%  (92.808% of spam corpus)
# False positives:       491  0.051%  (0.186% of nonspam,  88149 weighted)
# False negatives:     50866  5.234%  (7.192% of spam, 108542 weighted)
# Average score for spam:  19.1    nonspam: -2.3
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              971746  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33009  99.77%
# Correctly spam:      81865  92.78%
# False positives:        76  0.23%
# False negatives:      6368  7.22%
# TCR(l=50): 8.677518  SpamRecall: 92.783%  SpamPrec: 99.907%

##### 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: 263015  99.44%
# Correctly spam:     540557  76.43%
# False positives:      1490  0.56%
# False negatives:    166684  23.57%
# TCR(l=50): 2.932371  SpamRecall: 76.432%  SpamPrec: 99.725%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32911  99.47%
# Correctly spam:      67439  76.43%
# False positives:       174  0.53%
# False negatives:     20794  23.57%
# TCR(l=50): 2.991558  SpamRecall: 76.433%  SpamPrec: 99.743%