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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144416  52.138%  (99.697% of non-spam corpus)
# Correctly spam:     130571  47.140%  (98.819% of spam corpus)
# False positives:       439  0.158%  (0.303% of nonspam,  24430 weighted)
# False negatives:      1560  0.563%  (1.181% of spam,   3975 weighted)
# Average score for spam:  29.0    nonspam: -1.5
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              276986  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18115  99.70%
# Correctly spam:      16388  98.84%
# False positives:        54  0.30%
# False negatives:       192  1.16%
# TCR(l=50): 5.733057  SpamRecall: 98.842%  SpamPrec: 99.672%

##### 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: 144698  99.89%
# Correctly spam:     127363  96.39%
# False positives:       157  0.11%
# False negatives:      4768  3.61%
# TCR(l=50): 10.471628  SpamRecall: 96.391%  SpamPrec: 99.877%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18149  99.89%
# Correctly spam:      15936  96.12%
# False positives:        20  0.11%
# False negatives:       644  3.88%
# TCR(l=50): 10.085158  SpamRecall: 96.116%  SpamPrec: 99.875%