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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158165  47.661%  (96.480% of non-spam corpus)
# Correctly spam:     105453  31.777%  (62.800% of spam corpus)
# False positives:      5771  1.739%  (3.520% of nonspam, 178311 weighted)
# False negatives:     62467  18.824%  (37.200% of spam, 129752 weighted)
# Average score for spam:  7.5    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              331856  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19943  96.52%
# Correctly spam:      13535  64.01%
# False positives:       718  3.48%
# False negatives:      7609  35.99%
# TCR(l=50): 0.485968  SpamRecall: 64.013%  SpamPrec: 94.962%

##### 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: 158557  96.72%
# Correctly spam:      30953  18.43%
# False positives:      5379  3.28%
# False negatives:    136967  81.57%
# TCR(l=50): 0.413681  SpamRecall: 18.433%  SpamPrec: 85.195%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20010  96.85%
# Correctly spam:       4015  18.99%
# False positives:       651  3.15%
# False negatives:     17129  81.01%
# TCR(l=50): 0.425612  SpamRecall: 18.989%  SpamPrec: 86.048%