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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175681  48.990%  (99.235% of non-spam corpus)
# Correctly spam:     163832  45.686%  (90.232% of spam corpus)
# False positives:      1355  0.378%  (0.765% of nonspam,  90614 weighted)
# False negatives:     17735  4.946%  (9.768% of spam,  45894 weighted)
# Average score for spam:  12.9    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              358603  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22081  99.21%
# Correctly spam:      20624  90.45%
# False positives:       175  0.79%
# False negatives:      2177  9.55%
# TCR(l=50): 2.086666  SpamRecall: 90.452%  SpamPrec: 99.159%

##### 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: 176313  99.59%
# Correctly spam:      95461  52.58%
# False positives:       723  0.41%
# False negatives:     86106  47.42%
# TCR(l=50): 1.485138  SpamRecall: 52.576%  SpamPrec: 99.248%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22162  99.58%
# Correctly spam:      11869  52.05%
# False positives:        94  0.42%
# False negatives:     10932  47.95%
# TCR(l=50): 1.458611  SpamRecall: 52.055%  SpamPrec: 99.214%