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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 434732  39.181%  (99.428% of non-spam corpus)
# Correctly spam:     531513  47.903%  (79.056% of spam corpus)
# False positives:      2501  0.225%  (0.572% of nonspam, 111864 weighted)
# False negatives:    140815  12.691%  (20.944% of spam, 301066 weighted)
# Average score for spam:  10.4    nonspam: 0.7
# Average for false-pos:   5.8  false-neg: 2.1
# TOTAL:              1109561  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54151  99.34%
# Correctly spam:      66557  79.33%
# False positives:       361  0.66%
# False negatives:     17340  20.67%
# TCR(l=50): 2.370641  SpamRecall: 79.332%  SpamPrec: 99.461%

##### 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: 422236  96.57%
# Correctly spam:     312383  46.46%
# False positives:     14997  3.43%
# False negatives:    359945  53.54%
# TCR(l=50): 0.605813  SpamRecall: 46.463%  SpamPrec: 95.419%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  52630  96.55%
# Correctly spam:      38894  46.36%
# False positives:      1882  3.45%
# False negatives:     45003  53.64%
# TCR(l=50): 0.603129  SpamRecall: 46.359%  SpamPrec: 95.385%