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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 885300  75.726%  (99.901% of non-spam corpus)
# Correctly spam:     239365  20.475%  (84.610% of spam corpus)
# False positives:       880  0.075%  (0.099% of nonspam,  18629 weighted)
# False negatives:     43540  3.724%  (15.390% of spam,  81140 weighted)
# Average score for spam:  15.7    nonspam: -1.9
# Average for false-pos:   6.6  false-neg: 1.9
# TOTAL:              1169085  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110489  99.89%
# Correctly spam:      29964  84.67%
# False positives:       119  0.11%
# False negatives:      5425  15.33%
# TCR(l=50): 3.111121  SpamRecall: 84.670%  SpamPrec: 99.604%

##### 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: 883696  99.72%
# Correctly spam:     164775  58.24%
# False positives:      2484  0.28%
# False negatives:    118130  41.76%
# TCR(l=50): 1.167437  SpamRecall: 58.244%  SpamPrec: 98.515%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110312  99.73%
# Correctly spam:      20726  58.57%
# False positives:       296  0.27%
# False negatives:     14663  41.43%
# TCR(l=50): 1.201134  SpamRecall: 58.566%  SpamPrec: 98.592%