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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155079  25.042%  (97.798% of non-spam corpus)
# Correctly spam:     413742  66.811%  (89.807% of spam corpus)
# False positives:      3491  0.564%  (2.202% of nonspam, 317255 weighted)
# False negatives:     46959  7.583%  (10.193% of spam, 122418 weighted)
# Average score for spam:  9.5    nonspam: 0.4
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              619271  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19508  97.68%
# Correctly spam:      51613  89.87%
# False positives:       464  2.32%
# False negatives:      5820  10.13%
# TCR(l=50): 1.979083  SpamRecall: 89.866%  SpamPrec: 99.109%

##### 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: 155987  98.37%
# Correctly spam:     165750  35.98%
# False positives:      2583  1.63%
# False negatives:    294951  64.02%
# TCR(l=50): 1.086300  SpamRecall: 35.978%  SpamPrec: 98.466%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19659  98.43%
# Correctly spam:      20585  35.84%
# False positives:       313  1.57%
# False negatives:     36848  64.16%
# TCR(l=50): 1.094004  SpamRecall: 35.842%  SpamPrec: 98.502%