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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178716  37.002%  (99.189% of non-spam corpus)
# Correctly spam:     210955  43.677%  (69.666% of spam corpus)
# False positives:      1461  0.302%  (0.811% of nonspam, 158779 weighted)
# False negatives:     91854  19.018%  (30.334% of spam, 240268 weighted)
# Average score for spam:  19.1    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              482986  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22429  99.18%
# Correctly spam:      26219  69.36%
# False positives:       185  0.82%
# False negatives:     11584  30.64%
# TCR(l=50): 1.814486  SpamRecall: 69.357%  SpamPrec: 99.299%

##### 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: 179038  99.37%
# Correctly spam:     187076  61.78%
# False positives:      1139  0.63%
# False negatives:    115733  38.22%
# TCR(l=50): 1.753554  SpamRecall: 61.780%  SpamPrec: 99.395%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22481  99.41%
# Correctly spam:      23168  61.29%
# False positives:       133  0.59%
# False negatives:     14635  38.71%
# TCR(l=50): 1.776039  SpamRecall: 61.286%  SpamPrec: 99.429%