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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176238  46.072%  (99.759% of non-spam corpus)
# Correctly spam:     179544  46.936%  (87.215% of spam corpus)
# False positives:       426  0.111%  (0.241% of nonspam,  31604 weighted)
# False negatives:     26319  6.880%  (12.785% of spam,  64053 weighted)
# Average score for spam:  14.9    nonspam: -2.5
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              382527  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22158  99.73%
# Correctly spam:      22577  87.61%
# False positives:        59  0.27%
# False negatives:      3193  12.39%
# TCR(l=50): 4.195019  SpamRecall: 87.610%  SpamPrec: 99.739%

##### 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: 175520  99.35%
# Correctly spam:     147759  71.78%
# False positives:      1144  0.65%
# False negatives:     58104  28.22%
# TCR(l=50): 1.785393  SpamRecall: 71.775%  SpamPrec: 99.232%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22084  99.40%
# Correctly spam:      18529  71.90%
# False positives:       133  0.60%
# False negatives:      7241  28.10%
# TCR(l=50): 1.855158  SpamRecall: 71.901%  SpamPrec: 99.287%