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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 318604  35.039%  (99.582% of non-spam corpus)
# Correctly spam:     481435  52.946%  (81.689% of spam corpus)
# False positives:      1336  0.147%  (0.418% of nonspam, 148168 weighted)
# False negatives:    107916  11.868%  (18.311% of spam, 342113 weighted)
# Average score for spam:  9.3    nonspam: 0.3
# Average for false-pos:   6.0  false-neg: 3.2
# TOTAL:              909291  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39703  99.62%
# Correctly spam:      60020  81.55%
# False positives:       152  0.38%
# False negatives:     13576  18.45%
# TCR(l=50): 3.475444  SpamRecall: 81.553%  SpamPrec: 99.747%

##### 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: 318716  99.62%
# Correctly spam:     304058  51.59%
# False positives:      1224  0.38%
# False negatives:    285293  48.41%
# TCR(l=50): 1.700903  SpamRecall: 51.592%  SpamPrec: 99.599%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39713  99.64%
# Correctly spam:      38016  51.65%
# False positives:       142  0.36%
# False negatives:     35580  48.35%
# TCR(l=50): 1.724367  SpamRecall: 51.655%  SpamPrec: 99.628%