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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 268768  28.669%  (99.696% of non-spam corpus)
# Correctly spam:     625987  66.773%  (93.726% of spam corpus)
# False positives:       819  0.087%  (0.304% of nonspam, 132576 weighted)
# False negatives:     41906  4.470%  (6.274% of spam,  98848 weighted)
# Average score for spam:  19.5    nonspam: -2.3
# Average for false-pos:   6.5  false-neg: 2.4
# TOTAL:              937480  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33570  99.60%
# Correctly spam:      78056  93.66%
# False positives:       134  0.40%
# False negatives:      5283  6.34%
# TCR(l=50): 6.954769  SpamRecall: 93.661%  SpamPrec: 99.829%

##### 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: 268156  99.47%
# Correctly spam:     538718  80.66%
# False positives:      1431  0.53%
# False negatives:    129175  19.34%
# TCR(l=50): 3.327403  SpamRecall: 80.659%  SpamPrec: 99.735%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33499  99.39%
# Correctly spam:      67242  80.68%
# False positives:       205  0.61%
# False negatives:     16097  19.32%
# TCR(l=50): 3.163131  SpamRecall: 80.685%  SpamPrec: 99.696%