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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180437  27.999%  (99.282% of non-spam corpus)
# Correctly spam:     370985  57.568%  (80.180% of spam corpus)
# False positives:      1305  0.203%  (0.718% of nonspam, 211784 weighted)
# False negatives:     91707  14.231%  (19.820% of spam, 246943 weighted)
# Average score for spam:  11.0    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              644434  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22656  99.28%
# Correctly spam:      46339  80.32%
# False positives:       165  0.72%
# False negatives:     11355  19.68%
# TCR(l=50): 2.942821  SpamRecall: 80.319%  SpamPrec: 99.645%

##### 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: 180815  99.49%
# Correctly spam:     226950  49.05%
# False positives:       927  0.51%
# False negatives:    235742  50.95%
# TCR(l=50): 1.640217  SpamRecall: 49.050%  SpamPrec: 99.593%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22690  99.43%
# Correctly spam:      28539  49.47%
# False positives:       131  0.57%
# False negatives:     29155  50.53%
# TCR(l=50): 1.615852  SpamRecall: 49.466%  SpamPrec: 99.543%