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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 199756  15.182%  (99.587% of non-spam corpus)
# Correctly spam:     777774  59.114%  (69.748% of spam corpus)
# False positives:       829  0.063%  (0.413% of nonspam, 302923 weighted)
# False negatives:    337353  25.640%  (30.252% of spam, 473518 weighted)
# Average score for spam:  9.7    nonspam: -0.3
# Average for false-pos:   6.6  false-neg: 1.4
# TOTAL:              1315712  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24977  99.59%
# Correctly spam:      97161  69.84%
# False positives:       104  0.41%
# False negatives:     41961  30.16%
# TCR(l=50): 2.949937  SpamRecall: 69.839%  SpamPrec: 99.893%

##### 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: 200149  99.78%
# Correctly spam:     537499  48.20%
# False positives:       436  0.22%
# False negatives:    577628  51.80%
# TCR(l=50): 1.860319  SpamRecall: 48.201%  SpamPrec: 99.919%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25033  99.81%
# Correctly spam:      67291  48.37%
# False positives:        48  0.19%
# False negatives:     71831  51.63%
# TCR(l=50): 1.874177  SpamRecall: 48.368%  SpamPrec: 99.929%