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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 236173  21.838%  (97.794% of non-spam corpus)
# Correctly spam:     461029  42.630%  (54.887% of spam corpus)
# False positives:      5327  0.493%  (2.206% of nonspam, 543355 weighted)
# False negatives:    378928  35.039%  (45.113% of spam, 846383 weighted)
# Average score for spam:  5.7    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1081457  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29489  97.59%
# Correctly spam:      57619  55.01%
# False positives:       727  2.41%
# False negatives:     47117  44.99%
# TCR(l=50): 1.254819  SpamRecall: 55.014%  SpamPrec: 98.754%

##### 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: 236630  97.98%
# Correctly spam:     348004  41.43%
# False positives:      4870  2.02%
# False negatives:    491953  58.57%
# TCR(l=50): 1.142095  SpamRecall: 41.431%  SpamPrec: 98.620%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29585  97.91%
# Correctly spam:      43272  41.32%
# False positives:       631  2.09%
# False negatives:     61464  58.68%
# TCR(l=50): 1.126024  SpamRecall: 41.315%  SpamPrec: 98.563%