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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 300476  51.741%  (99.822% of non-spam corpus)
# Correctly spam:     236396  40.707%  (84.512% of spam corpus)
# False positives:       537  0.092%  (0.178% of nonspam,  30632 weighted)
# False negatives:     43322  7.460%  (15.488% of spam,  81335 weighted)
# Average score for spam:  16.0    nonspam: -2.6
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              580731  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37497  99.81%
# Correctly spam:      29517  84.35%
# False positives:        71  0.19%
# False negatives:      5477  15.65%
# TCR(l=50): 3.876592  SpamRecall: 84.349%  SpamPrec: 99.760%

##### 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: 298754  99.25%
# Correctly spam:     163931  58.61%
# False positives:      2259  0.75%
# False negatives:    115787  41.39%
# TCR(l=50): 1.222880  SpamRecall: 58.606%  SpamPrec: 98.641%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37297  99.28%
# Correctly spam:      20450  58.44%
# False positives:       271  0.72%
# False negatives:     14544  41.56%
# TCR(l=50): 1.245604  SpamRecall: 58.439%  SpamPrec: 98.692%