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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151353  45.702%  (99.661% of non-spam corpus)
# Correctly spam:     108099  32.641%  (60.288% of spam corpus)
# False positives:       515  0.156%  (0.339% of nonspam,  36323 weighted)
# False negatives:     71206  21.501%  (39.712% of spam, 144342 weighted)
# Average score for spam:  8.2    nonspam: -0.1
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              331173  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19042  99.68%
# Correctly spam:      13482  59.86%
# False positives:        62  0.32%
# False negatives:      9042  40.14%
# TCR(l=50): 1.855049  SpamRecall: 59.856%  SpamPrec: 99.542%

##### 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: 151625  99.84%
# Correctly spam:      70128  39.11%
# False positives:       243  0.16%
# False negatives:    109177  60.89%
# TCR(l=50): 1.477866  SpamRecall: 39.111%  SpamPrec: 99.655%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19075  99.85%
# Correctly spam:       8712  38.68%
# False positives:        29  0.15%
# False negatives:     13812  61.32%
# TCR(l=50): 1.475822  SpamRecall: 38.679%  SpamPrec: 99.668%