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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173586  14.146%  (99.110% of non-spam corpus)
# Correctly spam:     740539  60.348%  (70.396% of spam corpus)
# False positives:      1558  0.127%  (0.890% of nonspam, 591963 weighted)
# False negatives:    311423  25.379%  (29.604% of spam, 985749 weighted)
# Average score for spam:  9.3    nonspam: -1.0
# Average for false-pos:   6.3  false-neg: 3.2
# TOTAL:              1227106  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21836  99.20%
# Correctly spam:      92481  70.42%
# False positives:       177  0.80%
# False negatives:     38843  29.58%
# TCR(l=50): 2.753528  SpamRecall: 70.422%  SpamPrec: 99.809%

##### 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: 174430  99.59%
# Correctly spam:     277880  26.42%
# False positives:       714  0.41%
# False negatives:    774082  73.58%
# TCR(l=50): 1.299068  SpamRecall: 26.415%  SpamPrec: 99.744%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21929  99.62%
# Correctly spam:      34517  26.28%
# False positives:        84  0.38%
# False negatives:     96807  73.72%
# TCR(l=50): 1.300148  SpamRecall: 26.284%  SpamPrec: 99.757%