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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179894  34.271%  (99.233% of non-spam corpus)
# Correctly spam:     253648  48.322%  (73.816% of spam corpus)
# False positives:      1391  0.265%  (0.767% of nonspam, 168647 weighted)
# False negatives:     89976  17.141%  (26.184% of spam, 235299 weighted)
# Average score for spam:  13.6    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              524909  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22603  99.29%
# Correctly spam:      31512  73.55%
# False positives:       162  0.71%
# False negatives:     11334  26.45%
# TCR(l=50): 2.204693  SpamRecall: 73.547%  SpamPrec: 99.489%

##### 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: 180331  99.47%
# Correctly spam:     184968  53.83%
# False positives:       954  0.53%
# False negatives:    158656  46.17%
# TCR(l=50): 1.665200  SpamRecall: 53.829%  SpamPrec: 99.487%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22639  99.45%
# Correctly spam:      22933  53.52%
# False positives:       126  0.55%
# False negatives:     19913  46.48%
# TCR(l=50): 1.634532  SpamRecall: 53.524%  SpamPrec: 99.454%