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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 262867  26.917%  (99.681% of non-spam corpus)
# Correctly spam:     661072  67.693%  (92.735% of spam corpus)
# False positives:       840  0.086%  (0.319% of nonspam, 146293 weighted)
# False negatives:     51790  5.303%  (7.265% of spam, 115402 weighted)
# Average score for spam:  19.2    nonspam: -2.3
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              976569  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32892  99.73%
# Correctly spam:      82428  92.67%
# False positives:        88  0.27%
# False negatives:      6519  7.33%
# TCR(l=50): 8.146076  SpamRecall: 92.671%  SpamPrec: 99.893%

##### 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: 262238  99.44%
# Correctly spam:     561522  78.77%
# False positives:      1469  0.56%
# False negatives:    151340  21.23%
# TCR(l=50): 3.171235  SpamRecall: 78.770%  SpamPrec: 99.739%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32798  99.45%
# Correctly spam:      70016  78.72%
# False positives:       182  0.55%
# False negatives:     18931  21.28%
# TCR(l=50): 3.173165  SpamRecall: 78.717%  SpamPrec: 99.741%