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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144415  52.142%  (99.696% of non-spam corpus)
# Correctly spam:     130588  47.150%  (98.848% of spam corpus)
# False positives:       440  0.159%  (0.304% of nonspam,  24471 weighted)
# False negatives:      1522  0.550%  (1.152% of spam,   3858 weighted)
# Average score for spam:  29.0    nonspam: -1.5
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              276965  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:      16360  98.70%
# False positives:        54  0.30%
# False negatives:       215  1.30%
# TCR(l=50): 5.686106  SpamRecall: 98.703%  SpamPrec: 99.671%

##### 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:     127309  96.37%
# False positives:       157  0.11%
# False negatives:      4801  3.63%
# TCR(l=50): 10.442653  SpamRecall: 96.366%  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:      15969  96.34%
# False positives:        20  0.11%
# False negatives:       606  3.66%
# TCR(l=50): 10.320672  SpamRecall: 96.344%  SpamPrec: 99.875%