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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156340  49.194%  (97.662% of non-spam corpus)
# Correctly spam:      95514  30.054%  (60.558% of spam corpus)
# False positives:      3743  1.178%  (2.338% of nonspam, 110066 weighted)
# False negatives:     62208  19.574%  (39.442% of spam, 148900 weighted)
# Average score for spam:  7.7    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              317805  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19664  97.53%
# Correctly spam:      11976  60.29%
# False positives:       499  2.47%
# False negatives:      7888  39.71%
# TCR(l=50): 0.604909  SpamRecall: 60.290%  SpamPrec: 96.000%

##### 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: 156646  97.85%
# Correctly spam:      50485  32.01%
# False positives:      3437  2.15%
# False negatives:    107237  67.99%
# TCR(l=50): 0.565136  SpamRecall: 32.009%  SpamPrec: 93.626%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19716  97.78%
# Correctly spam:       6253  31.48%
# False positives:       447  2.22%
# False negatives:     13611  68.52%
# TCR(l=50): 0.552376  SpamRecall: 31.479%  SpamPrec: 93.328%