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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 103943  7.812%  (99.851% of non-spam corpus)
# Correctly spam:     1181700  88.818%  (96.357% of spam corpus)
# False positives:       155  0.012%  (0.149% of nonspam, 110060 weighted)
# False negatives:     44673  3.358%  (3.643% of spam,  89676 weighted)
# Average score for spam:  21.2    nonspam: -0.6
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              1330471  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  13140  99.89%
# Correctly spam:     147628  96.34%
# False positives:        14  0.11%
# False negatives:      5606  3.66%
# TCR(l=50): 24.299715  SpamRecall: 96.342%  SpamPrec: 99.991%

##### 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: 102003  97.99%
# Correctly spam:     866364  70.64%
# False positives:      2095  2.01%
# False negatives:    360009  29.36%
# TCR(l=50): 2.638729  SpamRecall: 70.644%  SpamPrec: 99.759%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  12865  97.80%
# Correctly spam:     108419  70.75%
# False positives:       289  2.20%
# False negatives:     44815  29.25%
# TCR(l=50): 2.585573  SpamRecall: 70.754%  SpamPrec: 99.734%