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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 621871  41.000%  (99.594% of non-spam corpus)
# Correctly spam:     717628  47.314%  (80.421% of spam corpus)
# False positives:      2535  0.167%  (0.406% of nonspam, 102564 weighted)
# False negatives:    174710  11.519%  (19.579% of spam, 400902 weighted)
# Average score for spam:  11.1    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.3
# TOTAL:              1516744  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77536  99.44%
# Correctly spam:      89447  80.28%
# False positives:       439  0.56%
# False negatives:     21971  19.72%
# TCR(l=50): 2.536782  SpamRecall: 80.281%  SpamPrec: 99.512%

##### 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: 609765  97.66%
# Correctly spam:     376813  42.23%
# False positives:     14641  2.34%
# False negatives:    515525  57.77%
# TCR(l=50): 0.715258  SpamRecall: 42.228%  SpamPrec: 96.260%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  76201  97.72%
# Correctly spam:      46983  42.17%
# False positives:      1774  2.28%
# False negatives:     64435  57.83%
# TCR(l=50): 0.727580  SpamRecall: 42.168%  SpamPrec: 96.362%