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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 357567  48.501%  (99.681% of non-spam corpus)
# Correctly spam:     341630  46.340%  (90.255% of spam corpus)
# False positives:      1144  0.155%  (0.319% of nonspam,  81772 weighted)
# False negatives:     36888  5.004%  (9.745% of spam,  70370 weighted)
# Average score for spam:  18.2    nonspam: -0.8
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              737229  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44553  99.68%
# Correctly spam:      42549  90.17%
# False positives:       143  0.32%
# False negatives:      4639  9.83%
# TCR(l=50): 4.002714  SpamRecall: 90.169%  SpamPrec: 99.665%

##### 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: 357859  99.76%
# Correctly spam:     293876  77.64%
# False positives:       852  0.24%
# False negatives:     84642  22.36%
# TCR(l=50): 2.974788  SpamRecall: 77.639%  SpamPrec: 99.711%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44582  99.74%
# Correctly spam:      36746  77.87%
# False positives:       114  0.26%
# False negatives:     10442  22.13%
# TCR(l=50): 2.923306  SpamRecall: 77.871%  SpamPrec: 99.691%