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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124348  22.804%  (99.667% of non-spam corpus)
# Correctly spam:     417702  76.603%  (99.331% of spam corpus)
# False positives:       415  0.076%  (0.333% of nonspam,  90075 weighted)
# False negatives:      2814  0.516%  (0.669% of spam,   9185 weighted)
# Average score for spam:  21.6    nonspam: -1.3
# Average for false-pos:   6.4  false-neg: 3.3
# TOTAL:              545279  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15616  99.73%
# Correctly spam:      52085  99.40%
# False positives:        43  0.27%
# False negatives:       314  0.60%
# TCR(l=50): 21.265828  SpamRecall: 99.401%  SpamPrec: 99.918%

##### 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: 124066  99.44%
# Correctly spam:     402496  95.71%
# False positives:       697  0.56%
# False negatives:     18020  4.29%
# TCR(l=50): 7.953773  SpamRecall: 95.715%  SpamPrec: 99.827%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15563  99.39%
# Correctly spam:      50260  95.92%
# False positives:        96  0.61%
# False negatives:      2139  4.08%
# TCR(l=50): 7.551376  SpamRecall: 95.918%  SpamPrec: 99.809%