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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123127  22.371%  (98.186% of non-spam corpus)
# Correctly spam:     373844  67.923%  (87.965% of spam corpus)
# False positives:      2275  0.413%  (1.814% of nonspam, 245284 weighted)
# False negatives:     51149  9.293%  (12.035% of spam, 139127 weighted)
# Average score for spam:  14.9    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              550395  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15436  98.15%
# Correctly spam:      46411  87.63%
# False positives:       291  1.85%
# False negatives:      6552  12.37%
# TCR(l=50): 2.509857  SpamRecall: 87.629%  SpamPrec: 99.377%

##### 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: 123055  98.13%
# Correctly spam:     153741  36.17%
# False positives:      2347  1.87%
# False negatives:    271252  63.83%
# TCR(l=50): 1.093646  SpamRecall: 36.175%  SpamPrec: 98.496%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15428  98.10%
# Correctly spam:      19168  36.19%
# False positives:       299  1.90%
# False negatives:     33795  63.81%
# TCR(l=50): 1.086532  SpamRecall: 36.191%  SpamPrec: 98.464%