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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 318152  27.627%  (99.572% of non-spam corpus)
# Correctly spam:     736908  63.991%  (88.564% of spam corpus)
# False positives:      1366  0.119%  (0.428% of nonspam, 215620 weighted)
# False negatives:     95154  8.263%  (11.436% of spam, 256275 weighted)
# Average score for spam:  9.7    nonspam: 0.3
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              1151580  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39608  99.53%
# Correctly spam:      91821  88.53%
# False positives:       188  0.47%
# False negatives:     11899  11.47%
# TCR(l=50): 4.869712  SpamRecall: 88.528%  SpamPrec: 99.796%

##### 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: 318179  99.58%
# Correctly spam:     505368  60.74%
# False positives:      1339  0.42%
# False negatives:    326694  39.26%
# TCR(l=50): 2.113742  SpamRecall: 60.737%  SpamPrec: 99.736%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39624  99.57%
# Correctly spam:      62800  60.55%
# False positives:       172  0.43%
# False negatives:     40920  39.45%
# TCR(l=50): 2.094507  SpamRecall: 60.548%  SpamPrec: 99.727%