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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158042  36.976%  (97.711% of non-spam corpus)
# Correctly spam:     105917  24.781%  (39.868% of spam corpus)
# False positives:      3702  0.866%  (2.289% of nonspam, 187434 weighted)
# False negatives:    159753  37.377%  (60.132% of spam, 547345 weighted)
# Average score for spam:  5.2    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 3.4
# TOTAL:              427414  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19911  97.64%
# Correctly spam:      13094  39.40%
# False positives:       482  2.36%
# False negatives:     20140  60.60%
# TCR(l=50): 0.751221  SpamRecall: 39.399%  SpamPrec: 96.450%

##### 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: 158262  97.85%
# Correctly spam:      89283  33.61%
# False positives:      3482  2.15%
# False negatives:    176387  66.39%
# TCR(l=50): 0.758002  SpamRecall: 33.607%  SpamPrec: 96.246%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19962  97.89%
# Correctly spam:      11072  33.32%
# False positives:       431  2.11%
# False negatives:     22162  66.68%
# TCR(l=50): 0.760295  SpamRecall: 33.315%  SpamPrec: 96.253%