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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163321  45.469%  (96.300% of non-spam corpus)
# Correctly spam:     110069  30.644%  (58.055% of spam corpus)
# False positives:      6275  1.747%  (3.700% of nonspam, 210036 weighted)
# False negatives:     79526  22.140%  (41.945% of spam, 164763 weighted)
# Average score for spam:  7.7    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              359191  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20525  96.08%
# Correctly spam:      13842  58.16%
# False positives:       837  3.92%
# False negatives:      9956  41.84%
# TCR(l=50): 0.459368  SpamRecall: 58.165%  SpamPrec: 94.298%

##### 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: 163937  96.66%
# Correctly spam:      38898  20.52%
# False positives:      5659  3.34%
# False negatives:    150697  79.48%
# TCR(l=50): 0.437210  SpamRecall: 20.516%  SpamPrec: 87.299%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20620  96.53%
# Correctly spam:       4841  20.34%
# False positives:       742  3.47%
# False negatives:     18957  79.66%
# TCR(l=50): 0.424532  SpamRecall: 20.342%  SpamPrec: 86.710%