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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 822241  36.572%  (99.664% of non-spam corpus)
# Correctly spam:     1217720  54.162%  (85.558% of spam corpus)
# False positives:      2771  0.123%  (0.336% of nonspam, 140837 weighted)
# False negatives:    205553  9.143%  (14.442% of spam, 522669 weighted)
# Average score for spam:  9.5    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              2248285  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 102271  99.44%
# Correctly spam:     153298  86.20%
# False positives:       573  0.56%
# False negatives:     24537  13.80%
# TCR(l=50): 3.343580  SpamRecall: 86.202%  SpamPrec: 99.628%

##### 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: 806990  97.82%
# Correctly spam:     1001742  70.38%
# False positives:     18022  2.18%
# False negatives:    421531  29.62%
# TCR(l=50): 1.076092  SpamRecall: 70.383%  SpamPrec: 98.233%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100524  97.74%
# Correctly spam:     124944  70.26%
# False positives:      2320  2.26%
# False negatives:     52891  29.74%
# TCR(l=50): 1.052957  SpamRecall: 70.258%  SpamPrec: 98.177%