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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 749283  38.168%  (99.827% of non-spam corpus)
# Correctly spam:     1113349  56.713%  (91.819% of spam corpus)
# False positives:      1295  0.066%  (0.173% of nonspam,  62749 weighted)
# False negatives:     99199  5.053%  (8.181% of spam, 252858 weighted)
# Average score for spam:  10.0    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              1963126  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93416  99.81%
# Correctly spam:     139528  92.12%
# False positives:       182  0.19%
# False negatives:     11938  7.88%
# TCR(l=50): 7.199639  SpamRecall: 92.118%  SpamPrec: 99.870%

##### 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: 745697  99.35%
# Correctly spam:     539206  44.47%
# False positives:      4881  0.65%
# False negatives:    673342  55.53%
# TCR(l=50): 1.321734  SpamRecall: 44.469%  SpamPrec: 99.103%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92964  99.32%
# Correctly spam:      67287  44.42%
# False positives:       634  0.68%
# False negatives:     84179  55.58%
# TCR(l=50): 1.307105  SpamRecall: 44.424%  SpamPrec: 99.067%