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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240975  48.679%  (99.426% of non-spam corpus)
# Correctly spam:     217462  43.929%  (86.068% of spam corpus)
# False positives:      1391  0.281%  (0.574% of nonspam, 113922 weighted)
# False negatives:     35202  7.111%  (13.932% of spam,  67346 weighted)
# Average score for spam:  16.4    nonspam: -1.1
# Average for false-pos:   7.9  false-neg: 1.9
# TOTAL:              495030  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30137  99.39%
# Correctly spam:      27240  86.39%
# False positives:       184  0.61%
# False negatives:      4291  13.61%
# TCR(l=50): 2.337188  SpamRecall: 86.391%  SpamPrec: 99.329%

##### 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: 239289  98.73%
# Correctly spam:     170563  67.51%
# False positives:      3077  1.27%
# False negatives:     82101  32.49%
# TCR(l=50): 1.070833  SpamRecall: 67.506%  SpamPrec: 98.228%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29877  98.54%
# Correctly spam:      21327  67.64%
# False positives:       444  1.46%
# False negatives:     10204  32.36%
# TCR(l=50): 0.973059  SpamRecall: 67.638%  SpamPrec: 97.961%