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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 713651  52.788%  (99.563% of non-spam corpus)
# Correctly spam:     463760  34.304%  (73.019% of spam corpus)
# False positives:      3135  0.232%  (0.437% of nonspam,  80931 weighted)
# False negatives:    171365  12.676%  (26.981% of spam, 406780 weighted)
# Average score for spam:  9.9    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              1351911  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  89008  99.54%
# Correctly spam:      57955  73.11%
# False positives:       412  0.46%
# False negatives:     21320  26.89%
# TCR(l=50): 1.891102  SpamRecall: 73.106%  SpamPrec: 99.294%

##### 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: 701975  97.93%
# Correctly spam:     215367  33.91%
# False positives:     14811  2.07%
# False negatives:    419758  66.09%
# TCR(l=50): 0.547376  SpamRecall: 33.909%  SpamPrec: 93.565%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  87539  97.90%
# Correctly spam:      27056  34.13%
# False positives:      1881  2.10%
# False negatives:     52219  65.87%
# TCR(l=50): 0.541981  SpamRecall: 34.129%  SpamPrec: 93.500%
