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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 353744  48.597%  (99.222% of non-spam corpus)
# Correctly spam:     167111  22.958%  (44.996% of spam corpus)
# False positives:      2772  0.381%  (0.778% of nonspam,  89098 weighted)
# False negatives:    204280  28.064%  (55.004% of spam, 422012 weighted)
# Average score for spam:  5.0    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              727907  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44069  99.17%
# Correctly spam:      20961  45.32%
# False positives:       370  0.83%
# False negatives:     25290  54.68%
# TCR(l=50): 1.056200  SpamRecall: 45.320%  SpamPrec: 98.265%

##### 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: 349685  98.08%
# Correctly spam:     110079  29.64%
# False positives:      6831  1.92%
# False negatives:    261312  70.36%
# TCR(l=50): 0.616046  SpamRecall: 29.640%  SpamPrec: 94.157%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43575  98.06%
# Correctly spam:      13573  29.35%
# False positives:       864  1.94%
# False negatives:     32678  70.65%
# TCR(l=50): 0.609544  SpamRecall: 29.346%  SpamPrec: 94.015%