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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227788  45.676%  (99.581% of non-spam corpus)
# Correctly spam:     197044  39.511%  (72.991% of spam corpus)
# False positives:       959  0.192%  (0.419% of nonspam,  68049 weighted)
# False negatives:     72913  14.620%  (27.009% of spam, 138778 weighted)
# Average score for spam:  8.8    nonspam: 0.2
# Average for false-pos:   6.0  false-neg: 1.9
# TOTAL:              498704  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28539  99.57%
# Correctly spam:      24709  73.20%
# False positives:       123  0.43%
# False negatives:      9047  26.80%
# TCR(l=50): 2.221228  SpamRecall: 73.199%  SpamPrec: 99.505%

##### 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:      87338  32.35%
# False positives:       915  0.40%
# False negatives:    182619  67.65%
# TCR(l=50): 1.182109  SpamRecall: 32.353%  SpamPrec: 98.963%
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:      10913  32.33%
# False positives:       108  0.38%
# False negatives:     22843  67.67%
# TCR(l=50): 1.195199  SpamRecall: 32.329%  SpamPrec: 99.020%