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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121516  20.962%  (98.054% of non-spam corpus)
# Correctly spam:     419500  72.365%  (92.042% of spam corpus)
# False positives:      2412  0.416%  (1.946% of nonspam, 282726 weighted)
# False negatives:     36269  6.257%  (7.958% of spam, 108710 weighted)
# Average score for spam:  12.3    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              579697  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15277  98.20%
# Correctly spam:      52593  92.57%
# False positives:       280  1.80%
# False negatives:      4223  7.43%
# TCR(l=50): 3.117818  SpamRecall: 92.567%  SpamPrec: 99.470%

##### 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: 121699  98.20%
# Correctly spam:      85717  18.81%
# False positives:      2229  1.80%
# False negatives:    370052  81.19%
# TCR(l=50): 0.946557  SpamRecall: 18.807%  SpamPrec: 97.465%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15311  98.42%
# Correctly spam:      10743  18.91%
# False positives:       246  1.58%
# False negatives:     46073  81.09%
# TCR(l=50): 0.973327  SpamRecall: 18.908%  SpamPrec: 97.761%