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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138713  34.608%  (98.150% of non-spam corpus)
# Correctly spam:     220842  55.099%  (85.109% of spam corpus)
# False positives:      2615  0.652%  (1.850% of nonspam, 375962 weighted)
# False negatives:     38638  9.640%  (14.891% of spam,  65804 weighted)
# Average score for spam:  12.2    nonspam: 0.3
# Average for false-pos:   7.8  false-neg: 1.7
# TOTAL:              400808  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17378  98.05%
# Correctly spam:      27596  85.12%
# False positives:       346  1.95%
# False negatives:      4825  14.88%
# TCR(l=50): 1.465356  SpamRecall: 85.118%  SpamPrec: 98.762%

##### 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: 139379  98.62%
# Correctly spam:     110929  42.75%
# False positives:      1949  1.38%
# False negatives:    148551  57.25%
# TCR(l=50): 1.054792  SpamRecall: 42.751%  SpamPrec: 98.273%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17491  98.69%
# Correctly spam:      13811  42.60%
# False positives:       233  1.31%
# False negatives:     18610  57.40%
# TCR(l=50): 1.071414  SpamRecall: 42.599%  SpamPrec: 98.341%