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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 213702  33.172%  (98.655% of non-spam corpus)
# Correctly spam:     304285  47.232%  (71.158% of spam corpus)
# False positives:      2913  0.452%  (1.345% of nonspam, 208514 weighted)
# False negatives:    123331  19.144%  (28.842% of spam, 311514 weighted)
# Average score for spam:  8.2    nonspam: 0.8
# Average for false-pos:   7.3  false-neg: 2.5
# TOTAL:              644231  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26812  98.76%
# Correctly spam:      37862  71.03%
# False positives:       338  1.24%
# False negatives:     15440  28.97%
# TCR(l=50): 1.648176  SpamRecall: 71.033%  SpamPrec: 99.115%

##### 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: 208988  96.48%
# Correctly spam:     170440  39.86%
# False positives:      7627  3.52%
# False negatives:    257176  60.14%
# TCR(l=50): 0.669692  SpamRecall: 39.858%  SpamPrec: 95.717%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26210  96.54%
# Correctly spam:      21401  40.15%
# False positives:       940  3.46%
# False negatives:     31901  59.85%
# TCR(l=50): 0.675555  SpamRecall: 40.150%  SpamPrec: 95.792%