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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155362  43.309%  (99.587% of non-spam corpus)
# Correctly spam:     132793  37.018%  (65.505% of spam corpus)
# False positives:       645  0.180%  (0.413% of nonspam,  57218 weighted)
# False negatives:     69928  19.493%  (34.495% of spam, 200629 weighted)
# Average score for spam:  7.8    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              358728  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19538  99.60%
# Correctly spam:      16752  66.09%
# False positives:        79  0.40%
# False negatives:      8594  33.91%
# TCR(l=50): 2.020568  SpamRecall: 66.093%  SpamPrec: 99.531%

##### 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: 155598  99.74%
# Correctly spam:      49618  24.48%
# False positives:       409  0.26%
# False negatives:    153103  75.52%
# TCR(l=50): 1.168064  SpamRecall: 24.476%  SpamPrec: 99.182%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19566  99.74%
# Correctly spam:       6168  24.34%
# False positives:        51  0.26%
# False negatives:     19178  75.66%
# TCR(l=50): 1.166513  SpamRecall: 24.335%  SpamPrec: 99.180%