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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173116  27.743%  (96.769% of non-spam corpus)
# Correctly spam:     161274  25.845%  (36.232% of spam corpus)
# False positives:      5780  0.926%  (3.231% of nonspam, 434563 weighted)
# False negatives:    283839  45.486%  (63.768% of spam, 252894 weighted)
# Average score for spam:  4.4    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 0.9
# TOTAL:              624009  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21754  96.81%
# Correctly spam:      20203  36.41%
# False positives:       716  3.19%
# False negatives:     35289  63.59%
# TCR(l=50): 0.780599  SpamRecall: 36.407%  SpamPrec: 96.577%

##### 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: 173431  96.95%
# Correctly spam:      51142  11.49%
# False positives:      5465  3.05%
# False negatives:    393971  88.51%
# TCR(l=50): 0.667115  SpamRecall: 11.490%  SpamPrec: 90.346%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21823  97.12%
# Correctly spam:       6369  11.48%
# False positives:       647  2.88%
# False negatives:     49123  88.52%
# TCR(l=50): 0.681109  SpamRecall: 11.477%  SpamPrec: 90.778%