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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165614  53.755%  (94.537% of non-spam corpus)
# Correctly spam:      61110  19.835%  (45.981% of spam corpus)
# False positives:      9571  3.107%  (5.463% of nonspam, 223230 weighted)
# False negatives:     71794  23.303%  (54.019% of spam, 174911 weighted)
# Average score for spam:  6.7    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              308089  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20786  94.39%
# Correctly spam:       7616  45.69%
# False positives:      1235  5.61%
# False negatives:      9054  54.31%
# TCR(l=50): 0.235439  SpamRecall: 45.687%  SpamPrec: 86.047%

##### 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: 166356  94.96%
# Correctly spam:      41109  30.93%
# False positives:      8829  5.04%
# False negatives:     91795  69.07%
# TCR(l=50): 0.249236  SpamRecall: 30.931%  SpamPrec: 82.320%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20893  94.88%
# Correctly spam:       5153  30.91%
# False positives:      1128  5.12%
# False negatives:     11517  69.09%
# TCR(l=50): 0.245447  SpamRecall: 30.912%  SpamPrec: 82.041%