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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 220143  58.618%  (97.299% of non-spam corpus)
# Correctly spam:     107778  28.698%  (72.187% of spam corpus)
# False positives:      6111  1.627%  (2.701% of nonspam, 126954 weighted)
# False negatives:     41525  11.057%  (27.813% of spam,  76767 weighted)
# Average score for spam:  10.1    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 1.8
# TOTAL:              375557  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27518  97.13%
# Correctly spam:      13559  72.41%
# False positives:       813  2.87%
# False negatives:      5166  27.59%
# TCR(l=50): 0.408700  SpamRecall: 72.411%  SpamPrec: 94.343%

##### 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: 222316  98.26%
# Correctly spam:      56881  38.10%
# False positives:      3938  1.74%
# False negatives:     92422  61.90%
# TCR(l=50): 0.516044  SpamRecall: 38.098%  SpamPrec: 93.525%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27824  98.21%
# Correctly spam:       7230  38.61%
# False positives:       507  1.79%
# False negatives:     11495  61.39%
# TCR(l=50): 0.508210  SpamRecall: 38.611%  SpamPrec: 93.447%