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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 353064  56.220%  (99.629% of non-spam corpus)
# Correctly spam:     159800  25.446%  (58.401% of spam corpus)
# False positives:      1313  0.209%  (0.371% of nonspam,  63614 weighted)
# False negatives:    113824  18.125%  (41.599% of spam, 171863 weighted)
# Average score for spam:  8.4    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 1.5
# TOTAL:              628001  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43982  99.58%
# Correctly spam:      20062  58.66%
# False positives:       185  0.42%
# False negatives:     14139  41.34%
# TCR(l=50): 1.462269  SpamRecall: 58.659%  SpamPrec: 99.086%

##### 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: 353334  99.71%
# Correctly spam:      93485  34.17%
# False positives:      1043  0.29%
# False negatives:    180139  65.83%
# TCR(l=50): 1.177946  SpamRecall: 34.165%  SpamPrec: 98.897%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44004  99.63%
# Correctly spam:      11740  34.33%
# False positives:       163  0.37%
# False negatives:     22461  65.67%
# TCR(l=50): 1.117278  SpamRecall: 34.326%  SpamPrec: 98.631%