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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247642  23.258%  (99.679% of non-spam corpus)
# Correctly spam:     744068  69.881%  (91.149% of spam corpus)
# False positives:       797  0.075%  (0.321% of nonspam, 195582 weighted)
# False negatives:     72251  6.786%  (8.851% of spam, 183909 weighted)
# Average score for spam:  13.8    nonspam: -2.2
# Average for false-pos:   7.5  false-neg: 2.5
# TOTAL:              1064758  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30893  99.70%
# Correctly spam:      92778  91.16%
# False positives:        94  0.30%
# False negatives:      8998  8.84%
# TCR(l=50): 7.429990  SpamRecall: 91.159%  SpamPrec: 99.899%

##### 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: 246986  99.42%
# Correctly spam:     511358  62.64%
# False positives:      1453  0.58%
# False negatives:    304961  37.36%
# TCR(l=50): 2.161799  SpamRecall: 62.642%  SpamPrec: 99.717%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30806  99.42%
# Correctly spam:      63610  62.50%
# False positives:       181  0.58%
# False negatives:     38166  37.50%
# TCR(l=50): 2.155540  SpamRecall: 62.500%  SpamPrec: 99.716%