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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 706898  48.607%  (99.915% of non-spam corpus)
# Correctly spam:     671540  46.176%  (89.922% of spam corpus)
# False positives:       604  0.042%  (0.085% of nonspam,  41831 weighted)
# False negatives:     75264  5.175%  (10.078% of spam, 161254 weighted)
# Average score for spam:  15.3    nonspam: -2.2
# Average for false-pos:   6.6  false-neg: 2.1
# TOTAL:              1454306  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88176  99.91%
# Correctly spam:      83671  89.83%
# False positives:        81  0.09%
# False negatives:      9476  10.17%
# TCR(l=50): 6.886515  SpamRecall: 89.827%  SpamPrec: 99.903%

##### 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: 705532  99.72%
# Correctly spam:     557229  74.62%
# False positives:      1970  0.28%
# False negatives:    189575  25.38%
# TCR(l=50): 2.592394  SpamRecall: 74.615%  SpamPrec: 99.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88007  99.72%
# Correctly spam:      69654  74.78%
# False positives:       250  0.28%
# False negatives:     23493  25.22%
# TCR(l=50): 2.587920  SpamRecall: 74.779%  SpamPrec: 99.642%