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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227793  45.775%  (99.583% of non-spam corpus)
# Correctly spam:     195611  39.308%  (72.747% of spam corpus)
# False positives:       954  0.192%  (0.417% of nonspam,  67487 weighted)
# False negatives:     73282  14.726%  (27.253% of spam, 140829 weighted)
# Average score for spam:  8.7    nonspam: 0.2
# Average for false-pos:   6.0  false-neg: 1.9
# TOTAL:              497640  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28540  99.57%
# Correctly spam:      24455  72.74%
# False positives:       122  0.43%
# False negatives:      9163  27.26%
# TCR(l=50): 2.202581  SpamRecall: 72.744%  SpamPrec: 99.504%

##### 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: 227832  99.60%
# Correctly spam:      86468  32.16%
# False positives:       915  0.40%
# False negatives:    182425  67.84%
# TCR(l=50): 1.178451  SpamRecall: 32.157%  SpamPrec: 98.953%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28554  99.62%
# Correctly spam:      10808  32.15%
# False positives:       108  0.38%
# False negatives:     22810  67.85%
# TCR(l=50): 1.191705  SpamRecall: 32.149%  SpamPrec: 99.011%