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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 210457  18.785%  (97.404% of non-spam corpus)
# Correctly spam:     541627  48.345%  (59.896% of spam corpus)
# False positives:      5608  0.501%  (2.596% of nonspam, 673546 weighted)
# False negatives:    362652  32.370%  (40.104% of spam, 841358 weighted)
# Average score for spam:  6.3    nonspam: 1.1
# Average for false-pos:   5.7  false-neg: 2.3
# TOTAL:              1120344  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26439  97.66%
# Correctly spam:      68107  60.33%
# False positives:       634  2.34%
# False negatives:     44776  39.67%
# TCR(l=50): 1.476058  SpamRecall: 60.334%  SpamPrec: 99.078%

##### 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: 210919  97.62%
# Correctly spam:     426468  47.16%
# False positives:      5146  2.38%
# False negatives:    477811  52.84%
# TCR(l=50): 1.230126  SpamRecall: 47.161%  SpamPrec: 98.808%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26494  97.86%
# Correctly spam:      53525  47.42%
# False positives:       579  2.14%
# False negatives:     59358  52.58%
# TCR(l=50): 1.278287  SpamRecall: 47.416%  SpamPrec: 98.930%