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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 387794  37.694%  (99.849% of non-spam corpus)
# Correctly spam:     580865  56.461%  (90.702% of spam corpus)
# False positives:       585  0.057%  (0.151% of nonspam,  86921 weighted)
# False negatives:     59544  5.788%  (9.298% of spam, 110427 weighted)
# Average score for spam:  14.5    nonspam: -2.1
# Average for false-pos:   9.0  false-neg: 1.9
# TOTAL:              1028788  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48301  99.78%
# Correctly spam:      72689  90.95%
# False positives:       105  0.22%
# False negatives:      7235  9.05%
# TCR(l=50): 6.401602  SpamRecall: 90.948%  SpamPrec: 99.856%

##### 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: 386477  99.51%
# Correctly spam:     456314  71.25%
# False positives:      1902  0.49%
# False negatives:    184095  28.75%
# TCR(l=50): 2.293770  SpamRecall: 71.254%  SpamPrec: 99.585%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48148  99.47%
# Correctly spam:      57203  71.57%
# False positives:       258  0.53%
# False negatives:     22721  28.43%
# TCR(l=50): 2.243733  SpamRecall: 71.572%  SpamPrec: 99.551%