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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 358729  45.630%  (97.637% of non-spam corpus)
# Correctly spam:     154634  19.669%  (36.926% of spam corpus)
# False positives:      8682  1.104%  (2.363% of nonspam, 295099 weighted)
# False negatives:    264130  33.597%  (63.074% of spam, 597982 weighted)
# Average score for spam:  5.1    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              786175  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44668  97.58%
# Correctly spam:      19322  37.03%
# False positives:      1109  2.42%
# False negatives:     32857  62.97%
# TCR(l=50): 0.590882  SpamRecall: 37.030%  SpamPrec: 94.572%

##### 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: 359077  97.73%
# Correctly spam:     124329  29.69%
# False positives:      8334  2.27%
# False negatives:    294435  70.31%
# TCR(l=50): 0.588867  SpamRecall: 29.690%  SpamPrec: 93.718%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44721  97.69%
# Correctly spam:      15553  29.81%
# False positives:      1056  2.31%
# False negatives:     36626  70.19%
# TCR(l=50): 0.583488  SpamRecall: 29.807%  SpamPrec: 93.642%