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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 899888  41.751%  (99.715% of non-spam corpus)
# Correctly spam:     502689  23.323%  (40.121% of spam corpus)
# False positives:      2572  0.119%  (0.285% of nonspam, 110112 weighted)
# False negatives:    750229  34.807%  (59.879% of spam, 1646447 weighted)
# Average score for spam:  5.1    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              2155378  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112123  99.53%
# Correctly spam:      64557  41.23%
# False positives:       533  0.47%
# False negatives:     92007  58.77%
# TCR(l=50): 1.319467  SpamRecall: 41.234%  SpamPrec: 99.181%

##### 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: 889552  98.57%
# Correctly spam:     361366  28.84%
# False positives:     12908  1.43%
# False negatives:    891552  71.16%
# TCR(l=50): 0.815197  SpamRecall: 28.842%  SpamPrec: 96.551%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110997  98.53%
# Correctly spam:      44950  28.71%
# False positives:      1659  1.47%
# False negatives:    111614  71.29%
# TCR(l=50): 0.804692  SpamRecall: 28.710%  SpamPrec: 96.441%