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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 317954  24.491%  (99.534% of non-spam corpus)
# Correctly spam:     919392  70.819%  (93.932% of spam corpus)
# False positives:      1490  0.115%  (0.466% of nonspam, 456033 weighted)
# False negatives:     59392  4.575%  (6.068% of spam, 123573 weighted)
# Average score for spam:  20.5    nonspam: -2.2
# Average for false-pos:   10.0  false-neg: 2.1
# TOTAL:              1298228  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39616  99.58%
# Correctly spam:     114611  93.83%
# False positives:       168  0.42%
# False negatives:      7539  6.17%
# TCR(l=50): 7.663592  SpamRecall: 93.828%  SpamPrec: 99.854%

##### 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: 317059  99.25%
# Correctly spam:     769474  78.62%
# False positives:      2385  0.75%
# False negatives:    209310  21.38%
# TCR(l=50): 2.979011  SpamRecall: 78.615%  SpamPrec: 99.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39512  99.32%
# Correctly spam:      96181  78.74%
# False positives:       272  0.68%
# False negatives:     25969  21.26%
# TCR(l=50): 3.087013  SpamRecall: 78.740%  SpamPrec: 99.718%