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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175774  26.100%  (94.691% of non-spam corpus)
# Correctly spam:     332243  49.333%  (68.104% of spam corpus)
# False positives:      9856  1.463%  (5.309% of nonspam, 797787 weighted)
# False negatives:    155602  23.104%  (31.896% of spam, 354575 weighted)
# Average score for spam:  8.3    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              673475  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22032  94.59%
# Correctly spam:      41247  67.74%
# False positives:      1260  5.41%
# False negatives:     19646  32.26%
# TCR(l=50): 0.736793  SpamRecall: 67.737%  SpamPrec: 97.036%

##### 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: 176262  94.95%
# Correctly spam:     106414  21.81%
# False positives:      9368  5.05%
# False negatives:    381431  78.19%
# TCR(l=50): 0.574049  SpamRecall: 21.813%  SpamPrec: 91.909%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22096  94.87%
# Correctly spam:      13275  21.80%
# False positives:      1196  5.13%
# False negatives:     47618  78.20%
# TCR(l=50): 0.566879  SpamRecall: 21.801%  SpamPrec: 91.735%