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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166560  40.712%  (99.178% of non-spam corpus)
# Correctly spam:     160055  39.122%  (66.365% of spam corpus)
# False positives:      1380  0.337%  (0.822% of nonspam, 125358 weighted)
# False negatives:     81119  19.828%  (33.635% of spam, 198523 weighted)
# Average score for spam:  10.6    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              409114  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20970  99.17%
# Correctly spam:      20107  66.65%
# False positives:       175  0.83%
# False negatives:     10062  33.35%
# TCR(l=50): 1.603710  SpamRecall: 66.648%  SpamPrec: 99.137%

##### 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: 167345  99.65%
# Correctly spam:     111956  46.42%
# False positives:       595  0.35%
# False negatives:    129218  53.58%
# TCR(l=50): 1.517123  SpamRecall: 46.421%  SpamPrec: 99.471%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21078  99.68%
# Correctly spam:      14013  46.45%
# False positives:        67  0.32%
# False negatives:     16156  53.55%
# TCR(l=50): 1.546652  SpamRecall: 46.448%  SpamPrec: 99.524%