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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162070  30.516%  (99.007% of non-spam corpus)
# Correctly spam:     226289  42.607%  (61.591% of spam corpus)
# False positives:      1626  0.306%  (0.993% of nonspam, 237382 weighted)
# False negatives:    141119  26.571%  (38.409% of spam, 346461 weighted)
# Average score for spam:  18.0    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.5
# TOTAL:              531104  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20422  98.96%
# Correctly spam:      28245  61.70%
# False positives:       214  1.04%
# False negatives:     17531  38.30%
# TCR(l=50): 1.621480  SpamRecall: 61.703%  SpamPrec: 99.248%

##### 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: 162506  99.27%
# Correctly spam:     197870  53.86%
# False positives:      1190  0.73%
# False negatives:    169538  46.14%
# TCR(l=50): 1.604136  SpamRecall: 53.856%  SpamPrec: 99.402%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20492  99.30%
# Correctly spam:      24764  54.10%
# False positives:       144  0.70%
# False negatives:     21012  45.90%
# TCR(l=50): 1.622572  SpamRecall: 54.098%  SpamPrec: 99.422%