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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 311857  51.807%  (99.719% of non-spam corpus)
# Correctly spam:     255761  42.488%  (88.432% of spam corpus)
# False positives:       880  0.146%  (0.281% of nonspam,  56734 weighted)
# False negatives:     33457  5.558%  (11.568% of spam,  56693 weighted)
# Average score for spam:  18.2    nonspam: -0.7
# Average for false-pos:   7.0  false-neg: 1.7
# TOTAL:              601955  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38902  99.70%
# Correctly spam:      31974  88.45%
# False positives:       117  0.30%
# False negatives:      4174  11.55%
# TCR(l=50): 3.606145  SpamRecall: 88.453%  SpamPrec: 99.635%

##### 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: 311452  99.59%
# Correctly spam:     222401  76.90%
# False positives:      1285  0.41%
# False negatives:     66817  23.10%
# TCR(l=50): 2.206642  SpamRecall: 76.897%  SpamPrec: 99.426%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38883  99.65%
# Correctly spam:      27773  76.83%
# False positives:       136  0.35%
# False negatives:      8375  23.17%
# TCR(l=50): 2.382076  SpamRecall: 76.831%  SpamPrec: 99.513%