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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185179  36.113%  (99.196% of non-spam corpus)
# Correctly spam:     278088  54.231%  (85.276% of spam corpus)
# False positives:      1500  0.293%  (0.804% of nonspam, 193679 weighted)
# False negatives:     48015  9.364%  (14.724% of spam, 118754 weighted)
# Average score for spam:  13.6    nonspam: -2.3
# Average for false-pos:   7.4  false-neg: 2.5
# TOTAL:              512782  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23278  99.33%
# Correctly spam:      34801  85.64%
# False positives:       157  0.67%
# False negatives:      5837  14.36%
# TCR(l=50): 2.969095  SpamRecall: 85.637%  SpamPrec: 99.551%

##### 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: 185586  99.41%
# Correctly spam:     209355  64.20%
# False positives:      1093  0.59%
# False negatives:    116748  35.80%
# TCR(l=50): 1.902607  SpamRecall: 64.199%  SpamPrec: 99.481%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23297  99.41%
# Correctly spam:      26252  64.60%
# False positives:       138  0.59%
# False negatives:     14386  35.40%
# TCR(l=50): 1.909142  SpamRecall: 64.600%  SpamPrec: 99.477%