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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148842  38.277%  (96.768% of non-spam corpus)
# Correctly spam:     155753  40.055%  (66.267% of spam corpus)
# False positives:      4972  1.279%  (3.232% of nonspam, 230271 weighted)
# False negatives:     79284  20.389%  (33.733% of spam, 217495 weighted)
# Average score for spam:  9.4    nonspam: 1.3
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              388851  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18745  96.89%
# Correctly spam:      19499  66.28%
# False positives:       602  3.11%
# False negatives:      9920  33.72%
# TCR(l=50): 0.735107  SpamRecall: 66.280%  SpamPrec: 97.005%

##### 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: 149221  97.01%
# Correctly spam:     104023  44.26%
# False positives:      4593  2.99%
# False negatives:    131014  55.74%
# TCR(l=50): 0.651679  SpamRecall: 44.258%  SpamPrec: 95.771%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18815  97.25%
# Correctly spam:      12985  44.14%
# False positives:       532  2.75%
# False negatives:     16434  55.86%
# TCR(l=50): 0.683622  SpamRecall: 44.138%  SpamPrec: 96.064%