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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131759  16.803%  (95.687% of non-spam corpus)
# Correctly spam:     342947  43.736%  (53.052% of spam corpus)
# False positives:      5939  0.757%  (4.313% of nonspam, 874399 weighted)
# False negatives:    303491  38.704%  (46.948% of spam, 600701 weighted)
# Average score for spam:  11.8    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.0
# TOTAL:              784136  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16501  95.64%
# Correctly spam:      43162  53.52%
# False positives:       752  4.36%
# False negatives:     37482  46.48%
# TCR(l=50): 1.074079  SpamRecall: 53.522%  SpamPrec: 98.288%

##### 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: 132513  96.23%
# Correctly spam:     201835  31.22%
# False positives:      5185  3.77%
# False negatives:    444603  68.78%
# TCR(l=50): 0.918428  SpamRecall: 31.223%  SpamPrec: 97.495%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16634  96.41%
# Correctly spam:      25224  31.28%
# False positives:       619  3.59%
# False negatives:     55420  68.72%
# TCR(l=50): 0.933704  SpamRecall: 31.278%  SpamPrec: 97.605%