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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247642  23.256%  (99.679% of non-spam corpus)
# Correctly spam:     743938  69.862%  (91.122% of spam corpus)
# False positives:       797  0.075%  (0.321% of nonspam, 195759 weighted)
# False negatives:     72484  6.807%  (8.878% of spam, 185189 weighted)
# Average score for spam:  13.9    nonspam: -2.2
# Average for false-pos:   7.5  false-neg: 2.6
# TOTAL:              1064861  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30893  99.70%
# Correctly spam:      92823  91.19%
# False positives:        94  0.30%
# False negatives:      8969  8.81%
# TCR(l=50): 7.446924  SpamRecall: 91.189%  SpamPrec: 99.899%

##### 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: 246986  99.42%
# Correctly spam:     511442  62.64%
# False positives:      1453  0.58%
# False negatives:    304980  37.36%
# TCR(l=50): 2.161963  SpamRecall: 62.644%  SpamPrec: 99.717%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30806  99.42%
# Correctly spam:      63659  62.54%
# False positives:       181  0.58%
# False negatives:     38133  37.46%
# TCR(l=50): 2.157387  SpamRecall: 62.538%  SpamPrec: 99.716%