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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152618  29.223%  (99.306% of non-spam corpus)
# Correctly spam:     360810  69.087%  (97.895% of spam corpus)
# False positives:      1067  0.204%  (0.694% of nonspam, 165077 weighted)
# False negatives:      7760  1.486%  (2.105% of spam,  17411 weighted)
# Average score for spam:  28.0    nonspam: -1.3
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              522255  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19197  99.30%
# Correctly spam:      44992  97.97%
# False positives:       135  0.70%
# False negatives:       931  2.03%
# TCR(l=50): 5.978779  SpamRecall: 97.973%  SpamPrec: 99.701%

##### 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: 153167  99.66%
# Correctly spam:     354619  96.21%
# False positives:       518  0.34%
# False negatives:     13951  3.79%
# TCR(l=50): 9.248701  SpamRecall: 96.215%  SpamPrec: 99.854%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19275  99.71%
# Correctly spam:      44155  96.15%
# False positives:        57  0.29%
# False negatives:      1768  3.85%
# TCR(l=50): 9.944348  SpamRecall: 96.150%  SpamPrec: 99.871%