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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 723660  53.860%  (99.683% of non-spam corpus)
# Correctly spam:     477827  35.563%  (77.365% of spam corpus)
# False positives:      2302  0.171%  (0.317% of nonspam,  58183 weighted)
# False negatives:    139800  10.405%  (22.635% of spam, 307404 weighted)
# Average score for spam:  9.5    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1343589  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90112  99.56%
# Correctly spam:      60819  78.83%
# False positives:       396  0.44%
# False negatives:     16337  21.17%
# TCR(l=50): 2.135097  SpamRecall: 78.826%  SpamPrec: 99.353%

##### 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: 711916  98.07%
# Correctly spam:     218777  35.42%
# False positives:     14046  1.93%
# False negatives:    398850  64.58%
# TCR(l=50): 0.560893  SpamRecall: 35.422%  SpamPrec: 93.967%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88790  98.10%
# Correctly spam:      27320  35.41%
# False positives:      1718  1.90%
# False negatives:     49836  64.59%
# TCR(l=50): 0.568427  SpamRecall: 35.409%  SpamPrec: 94.084%