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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 327166  48.116%  (99.707% of non-spam corpus)
# Correctly spam:     317547  46.701%  (90.257% of spam corpus)
# False positives:       961  0.141%  (0.293% of nonspam,  73207 weighted)
# False negatives:     34277  5.041%  (9.743% of spam,  63840 weighted)
# Average score for spam:  18.3    nonspam: -0.7
# Average for false-pos:   7.1  false-neg: 1.9
# TOTAL:              679951  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40801  99.73%
# Correctly spam:      39571  90.23%
# False positives:       112  0.27%
# False negatives:      4287  9.77%
# TCR(l=50): 4.435926  SpamRecall: 90.225%  SpamPrec: 99.718%

##### 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: 327139  99.70%
# Correctly spam:     279406  79.42%
# False positives:       988  0.30%
# False negatives:     72418  20.58%
# TCR(l=50): 2.888112  SpamRecall: 79.416%  SpamPrec: 99.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40802  99.73%
# Correctly spam:      34664  79.04%
# False positives:       111  0.27%
# False negatives:      9194  20.96%
# TCR(l=50): 2.974634  SpamRecall: 79.037%  SpamPrec: 99.681%