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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 206136  32.984%  (98.228% of non-spam corpus)
# Correctly spam:     359674  57.551%  (86.646% of spam corpus)
# False positives:      3719  0.595%  (1.772% of nonspam, 694553 weighted)
# False negatives:     55435  8.870%  (13.354% of spam, 125692 weighted)
# Average score for spam:  11.0    nonspam: -0.9
# Average for false-pos:   9.4  false-neg: 2.3
# TOTAL:              624964  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25823  98.32%
# Correctly spam:      44932  86.87%
# False positives:       441  1.68%
# False negatives:      6792  13.13%
# TCR(l=50): 1.793357  SpamRecall: 86.869%  SpamPrec: 99.028%

##### 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:     187166  45.09%
# False positives:      3044  1.45%
# False negatives:    227943  54.91%
# TCR(l=50): 1.091981  SpamRecall: 45.088%  SpamPrec: 98.400%
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:      23409  45.26%
# False positives:       336  1.28%
# False negatives:     28315  54.74%
# TCR(l=50): 1.146492  SpamRecall: 45.258%  SpamPrec: 98.585%