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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 348381  52.905%  (99.587% of non-spam corpus)
# Correctly spam:     250071  37.975%  (81.012% of spam corpus)
# False positives:      1444  0.219%  (0.413% of nonspam,  75658 weighted)
# False negatives:     58611  8.901%  (18.988% of spam, 120631 weighted)
# Average score for spam:  10.1    nonspam: 0.2
# Average for false-pos:   5.9  false-neg: 2.1
# TOTAL:              658507  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43422  99.59%
# Correctly spam:      31286  81.23%
# False positives:       179  0.41%
# False negatives:      7229  18.77%
# TCR(l=50): 2.380555  SpamRecall: 81.231%  SpamPrec: 99.431%

##### 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: 348378  99.59%
# Correctly spam:     113149  36.66%
# False positives:      1447  0.41%
# False negatives:    195533  63.34%
# TCR(l=50): 1.152302  SpamRecall: 36.656%  SpamPrec: 98.737%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43430  99.61%
# Correctly spam:      14112  36.64%
# False positives:       171  0.39%
# False negatives:     24403  63.36%
# TCR(l=50): 1.168786  SpamRecall: 36.640%  SpamPrec: 98.803%