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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 675708  54.234%  (99.653% of non-spam corpus)
# Correctly spam:     486644  39.059%  (85.699% of spam corpus)
# False positives:      2353  0.189%  (0.347% of nonspam, 112453 weighted)
# False negatives:     81207  6.518%  (14.301% of spam, 139984 weighted)
# Average score for spam:  16.2    nonspam: -2.6
# Average for false-pos:   5.7  false-neg: 1.7
# TOTAL:              1245912  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84313  99.68%
# Correctly spam:      60810  85.80%
# False positives:       268  0.32%
# False negatives:     10065  14.20%
# TCR(l=50): 3.020456  SpamRecall: 85.799%  SpamPrec: 99.561%

##### 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: 675973  99.69%
# Correctly spam:     388506  68.42%
# False positives:      2088  0.31%
# False negatives:    179345  31.58%
# TCR(l=50): 2.001272  SpamRecall: 68.417%  SpamPrec: 99.465%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84345  99.72%
# Correctly spam:      48398  68.29%
# False positives:       236  0.28%
# False negatives:     22477  31.71%
# TCR(l=50): 2.067713  SpamRecall: 68.286%  SpamPrec: 99.515%