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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 206139  32.984%  (98.229% of non-spam corpus)
# Correctly spam:     359453  57.516%  (86.593% of spam corpus)
# False positives:      3716  0.595%  (1.771% of nonspam, 694233 weighted)
# False negatives:     55652  8.905%  (13.407% of spam, 126686 weighted)
# Average score for spam:  11.1    nonspam: -0.9
# Average for false-pos:   9.4  false-neg: 2.3
# TOTAL:              624960  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25824  98.32%
# Correctly spam:      44852  86.72%
# False positives:       440  1.68%
# False negatives:      6871  13.28%
# TCR(l=50): 1.791521  SpamRecall: 86.716%  SpamPrec: 99.029%

##### 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: 206811  98.55%
# Correctly spam:     187112  45.08%
# False positives:      3044  1.45%
# False negatives:    227993  54.92%
# TCR(l=50): 1.091827  SpamRecall: 45.076%  SpamPrec: 98.399%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25928  98.72%
# Correctly spam:      23398  45.24%
# False positives:       336  1.28%
# False negatives:     28325  54.76%
# TCR(l=50): 1.146216  SpamRecall: 45.237%  SpamPrec: 98.584%