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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151859  38.076%  (99.429% of non-spam corpus)
# Correctly spam:     148713  37.287%  (60.428% of spam corpus)
# False positives:       872  0.219%  (0.571% of nonspam, 100445 weighted)
# False negatives:     97385  24.418%  (39.572% of spam, 259513 weighted)
# Average score for spam:  8.6    nonspam: -0.5
# Average for false-pos:   7.1  false-neg: 2.7
# TOTAL:              398829  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19087  99.40%
# Correctly spam:      18567  60.42%
# False positives:       116  0.60%
# False negatives:     12161  39.58%
# TCR(l=50): 1.710818  SpamRecall: 60.424%  SpamPrec: 99.379%

##### 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: 152214  99.66%
# Correctly spam:      80478  32.70%
# False positives:       517  0.34%
# False negatives:    165620  67.30%
# TCR(l=50): 1.285308  SpamRecall: 32.702%  SpamPrec: 99.362%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19138  99.66%
# Correctly spam:      10113  32.91%
# False positives:        65  0.34%
# False negatives:     20615  67.09%
# TCR(l=50): 1.287576  SpamRecall: 32.911%  SpamPrec: 99.361%