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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 863564  67.061%  (99.645% of non-spam corpus)
# Correctly spam:     300376  23.326%  (71.333% of spam corpus)
# False positives:      3076  0.239%  (0.355% of nonspam,  53828 weighted)
# False negatives:    120712  9.374%  (28.667% of spam, 318232 weighted)
# Average score for spam:  10.2    nonspam: 0.5
# Average for false-pos:   7.2  false-neg: 2.6
# TOTAL:              1287728  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 107733  99.60%
# Correctly spam:      38506  73.40%
# False positives:       436  0.40%
# False negatives:     13952  26.60%
# TCR(l=50): 1.467275  SpamRecall: 73.403%  SpamPrec: 98.880%

##### 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: 857163  98.91%
# Correctly spam:     185785  44.12%
# False positives:      9477  1.09%
# False negatives:    235303  55.88%
# TCR(l=50): 0.593790  SpamRecall: 44.120%  SpamPrec: 95.147%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 107032  98.95%
# Correctly spam:      23162  44.15%
# False positives:      1137  1.05%
# False negatives:     29296  55.85%
# TCR(l=50): 0.608943  SpamRecall: 44.153%  SpamPrec: 95.321%