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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257109  38.140%  (99.176% of non-spam corpus)
# Correctly spam:     273594  40.585%  (65.946% of spam corpus)
# False positives:      2135  0.317%  (0.824% of nonspam, 103894 weighted)
# False negatives:    141282  20.958%  (34.054% of spam, 349037 weighted)
# Average score for spam:  6.3    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              674120  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32097  99.09%
# Correctly spam:      34282  66.31%
# False positives:       294  0.91%
# False negatives:     17421  33.69%
# TCR(l=50): 1.609632  SpamRecall: 66.306%  SpamPrec: 99.150%

##### 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: 252016  97.21%
# Correctly spam:     123828  29.85%
# False positives:      7228  2.79%
# False negatives:    291048  70.15%
# TCR(l=50): 0.635876  SpamRecall: 29.847%  SpamPrec: 94.485%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31434  97.05%
# Correctly spam:      15452  29.89%
# False positives:       957  2.95%
# False negatives:     36251  70.11%
# TCR(l=50): 0.614773  SpamRecall: 29.886%  SpamPrec: 94.168%