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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177928  17.702%  (99.615% of non-spam corpus)
# Correctly spam:     710484  70.687%  (85.964% of spam corpus)
# False positives:       688  0.068%  (0.385% of nonspam, 100580 weighted)
# False negatives:    116007  11.542%  (14.036% of spam, 260556 weighted)
# Average score for spam:  13.4    nonspam: 0.8
# Average for false-pos:   6.3  false-neg: 2.2
# TOTAL:              1005107  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22358  99.65%
# Correctly spam:      88664  86.05%
# False positives:        79  0.35%
# False negatives:     14368  13.95%
# TCR(l=50): 5.624632  SpamRecall: 86.055%  SpamPrec: 99.911%

##### 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: 169075  94.66%
# Correctly spam:     299762  36.27%
# False positives:      9541  5.34%
# False negatives:    526729  63.73%
# TCR(l=50): 0.823379  SpamRecall: 36.269%  SpamPrec: 96.915%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21241  94.67%
# Correctly spam:      37197  36.10%
# False positives:      1196  5.33%
# False negatives:     65835  63.90%
# TCR(l=50): 0.820090  SpamRecall: 36.102%  SpamPrec: 96.885%