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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 317958  24.494%  (99.535% of non-spam corpus)
# Correctly spam:     918073  70.724%  (93.809% of spam corpus)
# False positives:      1486  0.114%  (0.465% of nonspam, 455377 weighted)
# False negatives:     60585  4.667%  (6.191% of spam, 128256 weighted)
# Average score for spam:  20.7    nonspam: -2.2
# Average for false-pos:   10.0  false-neg: 2.1
# TOTAL:              1298102  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39619  99.59%
# Correctly spam:     114570  93.80%
# False positives:       165  0.41%
# False negatives:      7567  6.20%
# TCR(l=50): 7.721882  SpamRecall: 93.804%  SpamPrec: 99.856%

##### 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: 317059  99.25%
# Correctly spam:     769660  78.64%
# False positives:      2385  0.75%
# False negatives:    208998  21.36%
# TCR(l=50): 2.981459  SpamRecall: 78.644%  SpamPrec: 99.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39512  99.32%
# Correctly spam:      96139  78.71%
# False positives:       272  0.68%
# False negatives:     25998  21.29%
# TCR(l=50): 3.084423  SpamRecall: 78.714%  SpamPrec: 99.718%