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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 324188  48.421%  (97.672% of non-spam corpus)
# Correctly spam:     109652  16.378%  (32.480% of spam corpus)
# False positives:      7727  1.154%  (2.328% of nonspam, 234078 weighted)
# False negatives:    227951  34.047%  (67.520% of spam, 505024 weighted)
# Average score for spam:  5.0    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              669518  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40409  97.70%
# Correctly spam:      13680  32.50%
# False positives:       951  2.30%
# False negatives:     28407  67.50%
# TCR(l=50): 0.554090  SpamRecall: 32.504%  SpamPrec: 93.500%

##### 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: 324558  97.78%
# Correctly spam:      84753  25.10%
# False positives:      7357  2.22%
# False negatives:    252850  74.90%
# TCR(l=50): 0.543907  SpamRecall: 25.104%  SpamPrec: 92.013%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40444  97.79%
# Correctly spam:      10602  25.19%
# False positives:       916  2.21%
# False negatives:     31485  74.81%
# TCR(l=50): 0.544569  SpamRecall: 25.191%  SpamPrec: 92.047%