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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180763  38.205%  (99.666% of non-spam corpus)
# Correctly spam:     257060  54.331%  (88.104% of spam corpus)
# False positives:       605  0.128%  (0.334% of nonspam,  65461 weighted)
# False negatives:     34708  7.336%  (11.896% of spam,  92535 weighted)
# Average score for spam:  15.4    nonspam: -2.3
# Average for false-pos:   6.7  false-neg: 2.7
# TOTAL:              473136  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22705  99.68%
# Correctly spam:      32249  88.48%
# False positives:        74  0.32%
# False negatives:      4197  11.52%
# TCR(l=50): 4.615170  SpamRecall: 88.484%  SpamPrec: 99.771%

##### 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: 180233  99.37%
# Correctly spam:     209214  71.71%
# False positives:      1135  0.63%
# False negatives:     82554  28.29%
# TCR(l=50): 2.094470  SpamRecall: 71.706%  SpamPrec: 99.460%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22640  99.39%
# Correctly spam:      26206  71.90%
# False positives:       139  0.61%
# False negatives:     10240  28.10%
# TCR(l=50): 2.120186  SpamRecall: 71.904%  SpamPrec: 99.472%