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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 349224  32.213%  (99.728% of non-spam corpus)
# Correctly spam:     559197  51.581%  (76.190% of spam corpus)
# False positives:       952  0.088%  (0.272% of nonspam,  65029 weighted)
# False negatives:    174751  16.119%  (23.810% of spam, 379533 weighted)
# Average score for spam:  8.9    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              1084124  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43503  99.68%
# Correctly spam:      69813  76.28%
# False positives:       139  0.32%
# False negatives:     21711  23.72%
# TCR(l=50): 3.193329  SpamRecall: 76.278%  SpamPrec: 99.801%

##### 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: 341194  97.44%
# Correctly spam:     354258  48.27%
# False positives:      8982  2.56%
# False negatives:    379690  51.73%
# TCR(l=50): 0.885566  SpamRecall: 48.267%  SpamPrec: 97.527%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42491  97.36%
# Correctly spam:      44193  48.29%
# False positives:      1151  2.64%
# False negatives:     47331  51.71%
# TCR(l=50): 0.872646  SpamRecall: 48.286%  SpamPrec: 97.462%