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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130930  15.635%  (98.402% of non-spam corpus)
# Correctly spam:     565256  67.502%  (80.253% of spam corpus)
# False positives:      2126  0.254%  (1.598% of nonspam, 357998 weighted)
# False negatives:    139085  16.609%  (19.747% of spam, 303664 weighted)
# Average score for spam:  7.2    nonspam: 0.2
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              837397  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16396  98.28%
# Correctly spam:      70456  80.19%
# False positives:       287  1.72%
# False negatives:     17410  19.81%
# TCR(l=50): 2.766562  SpamRecall: 80.186%  SpamPrec: 99.594%

##### 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: 131683  98.97%
# Correctly spam:     163774  23.25%
# False positives:      1373  1.03%
# False negatives:    540567  76.75%
# TCR(l=50): 1.156141  SpamRecall: 23.252%  SpamPrec: 99.169%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16529  99.08%
# Correctly spam:      20470  23.30%
# False positives:       154  0.92%
# False negatives:     67396  76.70%
# TCR(l=50): 1.170049  SpamRecall: 23.297%  SpamPrec: 99.253%