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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251227  19.631%  (99.580% of non-spam corpus)
# Correctly spam:     949127  74.164%  (92.374% of spam corpus)
# False positives:      1060  0.083%  (0.420% of nonspam, 256032 weighted)
# False negatives:     78359  6.123%  (7.626% of spam, 128637 weighted)
# Average score for spam:  12.5    nonspam: 0.0
# Average for false-pos:   5.9  false-neg: 1.6
# TOTAL:              1279773  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31360  99.57%
# Correctly spam:     118380  92.32%
# False positives:       135  0.43%
# False negatives:      9851  7.68%
# TCR(l=50): 7.724294  SpamRecall: 92.318%  SpamPrec: 99.886%

##### 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: 251327  99.62%
# Correctly spam:     682693  66.44%
# False positives:       960  0.38%
# False negatives:    344793  33.56%
# TCR(l=50): 2.615846  SpamRecall: 66.443%  SpamPrec: 99.860%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31378  99.63%
# Correctly spam:      85455  66.64%
# False positives:       117  0.37%
# False negatives:     42776  33.36%
# TCR(l=50): 2.637087  SpamRecall: 66.641%  SpamPrec: 99.863%