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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 543190  54.003%  (99.905% of non-spam corpus)
# Correctly spam:     425797  42.332%  (92.136% of spam corpus)
# False positives:       514  0.051%  (0.095% of nonspam,  27814 weighted)
# False negatives:     36342  3.613%  (7.864% of spam,  69326 weighted)
# Average score for spam:  16.9    nonspam: -2.5
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              1005843  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67840  99.90%
# Correctly spam:      53018  92.02%
# False positives:        65  0.10%
# False negatives:      4597  7.98%
# TCR(l=50): 7.342296  SpamRecall: 92.021%  SpamPrec: 99.878%

##### 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: 541862  99.66%
# Correctly spam:     273837  59.25%
# False positives:      1842  0.34%
# False negatives:    188302  40.75%
# TCR(l=50): 1.648130  SpamRecall: 59.254%  SpamPrec: 99.332%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67665  99.65%
# Correctly spam:      33889  58.82%
# False positives:       240  0.35%
# False negatives:     23726  41.18%
# TCR(l=50): 1.612691  SpamRecall: 58.820%  SpamPrec: 99.297%