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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 339465  35.039%  (99.486% of non-spam corpus)
# Correctly spam:     446208  46.057%  (71.098% of spam corpus)
# False positives:      1753  0.181%  (0.514% of nonspam, 194314 weighted)
# False negatives:    181386  18.723%  (28.902% of spam, 376012 weighted)
# Average score for spam:  11.1    nonspam: -0.5
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              968812  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42274  99.43%
# Correctly spam:      55564  70.93%
# False positives:       241  0.57%
# False negatives:     22771  29.07%
# TCR(l=50): 2.249648  SpamRecall: 70.931%  SpamPrec: 99.568%

##### 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: 339415  99.47%
# Correctly spam:     287389  45.79%
# False positives:      1803  0.53%
# False negatives:    340205  54.21%
# TCR(l=50): 1.458317  SpamRecall: 45.792%  SpamPrec: 99.377%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42252  99.38%
# Correctly spam:      35909  45.84%
# False positives:       263  0.62%
# False negatives:     42426  54.16%
# TCR(l=50): 1.409511  SpamRecall: 45.840%  SpamPrec: 99.273%