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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179350  38.277%  (99.078% of non-spam corpus)
# Correctly spam:     203866  43.510%  (70.901% of spam corpus)
# False positives:      1669  0.356%  (0.922% of nonspam, 168441 weighted)
# False negatives:     83669  17.857%  (29.099% of spam, 222172 weighted)
# Average score for spam:  19.7    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              468554  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22527  99.09%
# Correctly spam:      25556  71.08%
# False positives:       206  0.91%
# False negatives:     10398  28.92%
# TCR(l=50): 1.737076  SpamRecall: 71.080%  SpamPrec: 99.200%

##### 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: 179915  99.39%
# Correctly spam:     185884  64.65%
# False positives:      1104  0.61%
# False negatives:    101651  35.35%
# TCR(l=50): 1.833173  SpamRecall: 64.647%  SpamPrec: 99.410%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22620  99.50%
# Correctly spam:      23259  64.69%
# False positives:       113  0.50%
# False negatives:     12695  35.31%
# TCR(l=50): 1.959880  SpamRecall: 64.691%  SpamPrec: 99.517%