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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 551666  65.415%  (99.657% of non-spam corpus)
# Correctly spam:     199089  23.607%  (68.705% of spam corpus)
# False positives:      1897  0.225%  (0.343% of nonspam,  29466 weighted)
# False negatives:     90685  10.753%  (31.295% of spam, 188772 weighted)
# Average score for spam:  8.7    nonspam: 0.5
# Average for false-pos:   5.9  false-neg: 2.1
# TOTAL:              843337  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68872  99.61%
# Correctly spam:      24926  68.83%
# False positives:       268  0.39%
# False negatives:     11290  31.17%
# TCR(l=50): 1.466829  SpamRecall: 68.826%  SpamPrec: 98.936%

##### 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: 545694  98.58%
# Correctly spam:     106081  36.61%
# False positives:      7869  1.42%
# False negatives:    183693  63.39%
# TCR(l=50): 0.502084  SpamRecall: 36.608%  SpamPrec: 93.094%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68152  98.57%
# Correctly spam:      13176  36.38%
# False positives:       988  1.43%
# False negatives:     23040  63.62%
# TCR(l=50): 0.499945  SpamRecall: 36.382%  SpamPrec: 93.025%