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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 797917  46.456%  (99.622% of non-spam corpus)
# Correctly spam:     750930  43.720%  (81.923% of spam corpus)
# False positives:      3027  0.176%  (0.378% of nonspam, 103959 weighted)
# False negatives:    165697  9.647%  (18.077% of spam, 394817 weighted)
# Average score for spam:  9.0    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              1717571  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  99409  99.59%
# Correctly spam:      94156  82.34%
# False positives:       406  0.41%
# False negatives:     20198  17.66%
# TCR(l=50): 2.823695  SpamRecall: 82.337%  SpamPrec: 99.571%

##### 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: 784111  97.90%
# Correctly spam:     538624  58.76%
# False positives:     16833  2.10%
# False negatives:    378003  41.24%
# TCR(l=50): 0.751547  SpamRecall: 58.762%  SpamPrec: 96.970%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97702  97.88%
# Correctly spam:      67230  58.79%
# False positives:      2113  2.12%
# False negatives:     47124  41.21%
# TCR(l=50): 0.748517  SpamRecall: 58.791%  SpamPrec: 96.953%
