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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143035  36.981%  (99.581% of non-spam corpus)
# Correctly spam:     136345  35.251%  (56.076% of spam corpus)
# False positives:       602  0.156%  (0.419% of nonspam,  68079 weighted)
# False negatives:    106797  27.612%  (43.924% of spam, 274507 weighted)
# Average score for spam:  7.1    nonspam: -0.4
# Average for false-pos:   6.7  false-neg: 2.6
# TOTAL:              386779  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17944  99.59%
# Correctly spam:      17130  56.32%
# False positives:        73  0.41%
# False negatives:     13285  43.68%
# TCR(l=50): 1.795985  SpamRecall: 56.321%  SpamPrec: 99.576%

##### 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: 143316  99.78%
# Correctly spam:     121757  50.08%
# False positives:       321  0.22%
# False negatives:    121385  49.92%
# TCR(l=50): 1.769142  SpamRecall: 50.076%  SpamPrec: 99.737%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17988  99.84%
# Correctly spam:      15327  50.39%
# False positives:        29  0.16%
# False negatives:     15088  49.61%
# TCR(l=50): 1.839098  SpamRecall: 50.393%  SpamPrec: 99.811%