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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 190498  28.288%  (98.921% of non-spam corpus)
# Correctly spam:     421388  62.574%  (87.635% of spam corpus)
# False positives:      2078  0.309%  (1.079% of nonspam, 443802 weighted)
# False negatives:     59457  8.829%  (12.365% of spam, 106063 weighted)
# Average score for spam:  17.2    nonspam: -0.6
# Average for false-pos:   8.6  false-neg: 1.8
# TOTAL:              673421  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23868  98.87%
# Correctly spam:      52591  87.63%
# False positives:       274  1.13%
# False negatives:      7425  12.37%
# TCR(l=50): 2.840994  SpamRecall: 87.628%  SpamPrec: 99.482%

##### 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: 189916  98.62%
# Correctly spam:     310792  64.63%
# False positives:      2660  1.38%
# False negatives:    170053  35.37%
# TCR(l=50): 1.586670  SpamRecall: 64.635%  SpamPrec: 99.151%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23827  98.70%
# Correctly spam:      38649  64.40%
# False positives:       315  1.30%
# False negatives:     21367  35.60%
# TCR(l=50): 1.616941  SpamRecall: 64.398%  SpamPrec: 99.192%