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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277183  47.941%  (99.273% of non-spam corpus)
# Correctly spam:     232674  40.243%  (77.828% of spam corpus)
# False positives:      2029  0.351%  (0.727% of nonspam, 138273 weighted)
# False negatives:     66286  11.465%  (22.172% of spam, 134117 weighted)
# Average score for spam:  15.0    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 2.0
# TOTAL:              578172  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34669  99.25%
# Correctly spam:      29196  78.24%
# False positives:       263  0.75%
# False negatives:      8119  21.76%
# TCR(l=50): 1.754431  SpamRecall: 78.242%  SpamPrec: 99.107%

##### 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: 276353  98.98%
# Correctly spam:     158457  53.00%
# False positives:      2859  1.02%
# False negatives:    140503  47.00%
# TCR(l=50): 1.054707  SpamRecall: 53.003%  SpamPrec: 98.228%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34594  99.03%
# Correctly spam:      20007  53.62%
# False positives:       338  0.97%
# False negatives:     17308  46.38%
# TCR(l=50): 1.090827  SpamRecall: 53.617%  SpamPrec: 98.339%