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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147663  31.332%  (99.260% of non-spam corpus)
# Correctly spam:     223654  47.456%  (69.344% of spam corpus)
# False positives:      1101  0.234%  (0.740% of nonspam, 147330 weighted)
# False negatives:     98873  20.979%  (30.656% of spam, 234301 weighted)
# Average score for spam:  19.3    nonspam: -1.0
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              471291  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18522  99.23%
# Correctly spam:      27894  69.46%
# False positives:       144  0.77%
# False negatives:     12265  30.54%
# TCR(l=50): 2.063139  SpamRecall: 69.459%  SpamPrec: 99.486%

##### 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: 148348  99.72%
# Correctly spam:     151375  46.93%
# False positives:       416  0.28%
# False negatives:    171152  53.07%
# TCR(l=50): 1.680248  SpamRecall: 46.934%  SpamPrec: 99.726%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18620  99.75%
# Correctly spam:      18817  46.86%
# False positives:        46  0.25%
# False negatives:     21342  53.14%
# TCR(l=50): 1.698630  SpamRecall: 46.856%  SpamPrec: 99.756%