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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174826  36.881%  (94.698% of non-spam corpus)
# Correctly spam:     161775  34.128%  (55.899% of spam corpus)
# False positives:      9788  2.065%  (5.302% of nonspam, 470373 weighted)
# False negatives:    127633  26.926%  (44.101% of spam, 217362 weighted)
# Average score for spam:  16.2    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              474022  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21912  94.58%
# Correctly spam:      20164  55.74%
# False positives:      1256  5.42%
# False negatives:     16010  44.26%
# TCR(l=50): 0.459003  SpamRecall: 55.742%  SpamPrec: 94.136%

##### 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: 174937  94.76%
# Correctly spam:     131053  45.28%
# False positives:      9677  5.24%
# False negatives:    158355  54.72%
# TCR(l=50): 0.450647  SpamRecall: 45.283%  SpamPrec: 93.124%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21981  94.88%
# Correctly spam:      16370  45.25%
# False positives:      1187  5.12%
# False negatives:     19804  54.75%
# TCR(l=50): 0.457008  SpamRecall: 45.253%  SpamPrec: 93.239%