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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157091  33.470%  (98.106% of non-spam corpus)
# Correctly spam:     239368  51.000%  (77.409% of spam corpus)
# False positives:      3032  0.646%  (1.894% of nonspam, 175603 weighted)
# False negatives:     69856  14.884%  (22.591% of spam, 122305 weighted)
# Average score for spam:  9.2    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 1.8
# TOTAL:              469347  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19739  97.85%
# Correctly spam:      29913  77.53%
# False positives:       433  2.15%
# False negatives:      8670  22.47%
# TCR(l=50): 1.272526  SpamRecall: 77.529%  SpamPrec: 98.573%

##### 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: 156707  97.87%
# Correctly spam:      66588  21.53%
# False positives:      3416  2.13%
# False negatives:    242636  78.47%
# TCR(l=50): 0.747937  SpamRecall: 21.534%  SpamPrec: 95.120%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19747  97.89%
# Correctly spam:       8270  21.43%
# False positives:       425  2.11%
# False negatives:     30313  78.57%
# TCR(l=50): 0.748269  SpamRecall: 21.434%  SpamPrec: 95.112%