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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180217  48.842%  (99.513% of non-spam corpus)
# Correctly spam:     135262  36.658%  (71.993% of spam corpus)
# False positives:       882  0.239%  (0.487% of nonspam,  66013 weighted)
# False negatives:     52619  14.261%  (28.007% of spam, 111442 weighted)
# Average score for spam:  10.5    nonspam: -1.2
# Average for false-pos:   7.2  false-neg: 2.1
# TOTAL:              368980  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22623  99.47%
# Correctly spam:      17050  72.34%
# False positives:       120  0.53%
# False negatives:      6520  27.66%
# TCR(l=50): 1.882588  SpamRecall: 72.338%  SpamPrec: 99.301%

##### 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: 180476  99.66%
# Correctly spam:      84874  45.17%
# False positives:       623  0.34%
# False negatives:    103007  54.83%
# TCR(l=50): 1.400456  SpamRecall: 45.174%  SpamPrec: 99.271%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22668  99.67%
# Correctly spam:      10572  44.85%
# False positives:        75  0.33%
# False negatives:     12998  55.15%
# TCR(l=50): 1.407332  SpamRecall: 44.854%  SpamPrec: 99.296%