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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254474  28.203%  (99.707% of non-spam corpus)
# Correctly spam:     567749  62.923%  (87.742% of spam corpus)
# False positives:       747  0.083%  (0.293% of nonspam, 131414 weighted)
# False negatives:     79321  8.791%  (12.258% of spam, 188548 weighted)
# Average score for spam:  18.2    nonspam: -0.5
# Average for false-pos:   6.9  false-neg: 2.4
# TOTAL:              902291  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31788  99.68%
# Correctly spam:      70806  87.72%
# False positives:       103  0.32%
# False negatives:      9912  12.28%
# TCR(l=50): 5.359049  SpamRecall: 87.720%  SpamPrec: 99.855%

##### 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: 252832  99.06%
# Correctly spam:     348536  53.86%
# False positives:      2389  0.94%
# False negatives:    298534  46.14%
# TCR(l=50): 1.548074  SpamRecall: 53.864%  SpamPrec: 99.319%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31615  99.13%
# Correctly spam:      43551  53.95%
# False positives:       276  0.87%
# False negatives:     37167  46.05%
# TCR(l=50): 1.583731  SpamRecall: 53.955%  SpamPrec: 99.370%