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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 192046  24.518%  (99.674% of non-spam corpus)
# Correctly spam:     520551  66.456%  (88.135% of spam corpus)
# False positives:       628  0.080%  (0.326% of nonspam, 127629 weighted)
# False negatives:     70075  8.946%  (11.865% of spam, 111928 weighted)
# Average score for spam:  17.9    nonspam: -0.8
# Average for false-pos:   6.6  false-neg: 1.6
# TOTAL:              783300  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24072  99.66%
# Correctly spam:      64948  88.06%
# False positives:        82  0.34%
# False negatives:      8807  11.94%
# TCR(l=50): 5.714341  SpamRecall: 88.059%  SpamPrec: 99.874%

##### 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: 190414  98.83%
# Correctly spam:     371040  62.82%
# False positives:      2260  1.17%
# False negatives:    219586  37.18%
# TCR(l=50): 1.775859  SpamRecall: 62.821%  SpamPrec: 99.395%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23877  98.85%
# Correctly spam:      46126  62.54%
# False positives:       277  1.15%
# False negatives:     27629  37.46%
# TCR(l=50): 1.778129  SpamRecall: 62.539%  SpamPrec: 99.403%