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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 440605  40.156%  (99.880% of non-spam corpus)
# Correctly spam:     606996  55.320%  (92.516% of spam corpus)
# False positives:       531  0.048%  (0.120% of nonspam,  52706 weighted)
# False negatives:     49105  4.475%  (7.484% of spam, 102258 weighted)
# Average score for spam:  15.4    nonspam: -1.6
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              1097237  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54924  99.86%
# Correctly spam:      75590  92.38%
# False positives:        76  0.14%
# False negatives:      6232  7.62%
# TCR(l=50): 8.156100  SpamRecall: 92.383%  SpamPrec: 99.900%

##### 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: 439276  99.58%
# Correctly spam:     493170  75.17%
# False positives:      1860  0.42%
# False negatives:    162931  24.83%
# TCR(l=50): 2.563585  SpamRecall: 75.167%  SpamPrec: 99.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54758  99.56%
# Correctly spam:      61394  75.03%
# False positives:       242  0.44%
# False negatives:     20428  24.97%
# TCR(l=50): 2.515433  SpamRecall: 75.034%  SpamPrec: 99.607%