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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 776507  44.631%  (99.394% of non-spam corpus)
# Correctly spam:     820598  47.165%  (85.604% of spam corpus)
# False positives:      4731  0.272%  (0.606% of nonspam, 162755 weighted)
# False negatives:    138001  7.932%  (14.396% of spam, 292599 weighted)
# Average score for spam:  12.7    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.1
# TOTAL:              1739837  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  96752  99.36%
# Correctly spam:     102491  85.61%
# False positives:       623  0.64%
# False negatives:     17223  14.39%
# TCR(l=50): 2.474810  SpamRecall: 85.613%  SpamPrec: 99.396%

##### 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: 765988  98.05%
# Correctly spam:     571493  59.62%
# False positives:     15250  1.95%
# False negatives:    387106  40.38%
# TCR(l=50): 0.833850  SpamRecall: 59.618%  SpamPrec: 97.401%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95454  98.03%
# Correctly spam:      71380  59.63%
# False positives:      1921  1.97%
# False negatives:     48334  40.37%
# TCR(l=50): 0.829136  SpamRecall: 59.625%  SpamPrec: 97.379%
