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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 768221  43.716%  (98.022% of non-spam corpus)
# Correctly spam:     897758  51.088%  (92.214% of spam corpus)
# False positives:     15506  0.882%  (1.978% of nonspam, 1376602 weighted)
# False negatives:     75802  4.314%  (7.786% of spam, 138850 weighted)
# Average score for spam:  16.0    nonspam: -2.5
# Average for false-pos:   7.1  false-neg: 1.8
# TOTAL:              1757287  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95627  97.90%
# Correctly spam:     112026  92.16%
# False positives:      2047  2.10%
# False negatives:      9536  7.84%
# TCR(l=50): 1.086481  SpamRecall: 92.155%  SpamPrec: 98.206%

##### 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: 780692  99.61%
# Correctly spam:     722563  74.22%
# False positives:      3035  0.39%
# False negatives:    250997  25.78%
# TCR(l=50): 2.417299  SpamRecall: 74.219%  SpamPrec: 99.582%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97284  99.60%
# Correctly spam:      90262  74.25%
# False positives:       390  0.40%
# False negatives:     31300  25.75%
# TCR(l=50): 2.392953  SpamRecall: 74.252%  SpamPrec: 99.570%