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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179358  41.928%  (99.758% of non-spam corpus)
# Correctly spam:     228496  53.415%  (92.143% of spam corpus)
# False positives:       435  0.102%  (0.242% of nonspam,  37298 weighted)
# False negatives:     19485  4.555%  (7.857% of spam,  45696 weighted)
# Average score for spam:  17.0    nonspam: -2.6
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              427774  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22524  99.78%
# Correctly spam:      28515  92.15%
# False positives:        50  0.22%
# False negatives:      2430  7.85%
# TCR(l=50): 6.276876  SpamRecall: 92.147%  SpamPrec: 99.825%

##### 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: 178662  99.37%
# Correctly spam:     198849  80.19%
# False positives:      1131  0.63%
# False negatives:     49132  19.81%
# TCR(l=50): 2.346483  SpamRecall: 80.187%  SpamPrec: 99.434%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22435  99.38%
# Correctly spam:      24801  80.15%
# False positives:       139  0.62%
# False negatives:      6144  19.85%
# TCR(l=50): 2.363296  SpamRecall: 80.145%  SpamPrec: 99.443%