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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 263274  35.555%  (99.208% of non-spam corpus)
# Correctly spam:     330387  44.619%  (69.542% of spam corpus)
# False positives:      2103  0.284%  (0.792% of nonspam, 119899 weighted)
# False negatives:    144700  19.542%  (30.458% of spam, 353817 weighted)
# Average score for spam:  6.5    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              740464  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32923  99.16%
# Correctly spam:      41635  70.23%
# False positives:       278  0.84%
# False negatives:     17647  29.77%
# TCR(l=50): 1.879164  SpamRecall: 70.232%  SpamPrec: 99.337%

##### 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: 257687  97.10%
# Correctly spam:     156723  32.99%
# False positives:      7690  2.90%
# False negatives:    318364  67.01%
# TCR(l=50): 0.675930  SpamRecall: 32.988%  SpamPrec: 95.323%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32246  97.12%
# Correctly spam:      19374  32.68%
# False positives:       955  2.88%
# False negatives:     39908  67.32%
# TCR(l=50): 0.676287  SpamRecall: 32.681%  SpamPrec: 95.302%