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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179177  29.689%  (99.355% of non-spam corpus)
# Correctly spam:     403541  66.865%  (95.360% of spam corpus)
# False positives:      1164  0.193%  (0.645% of nonspam, 182500 weighted)
# False negatives:     19637  3.254%  (4.640% of spam,  57477 weighted)
# Average score for spam:  12.2    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 2.9
# TOTAL:              603519  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22508  99.41%
# Correctly spam:      50323  95.48%
# False positives:       134  0.59%
# False negatives:      2385  4.52%
# TCR(l=50): 5.801651  SpamRecall: 95.475%  SpamPrec: 99.734%

##### 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: 179636  99.61%
# Correctly spam:     204182  48.25%
# False positives:       705  0.39%
# False negatives:    218996  51.75%
# TCR(l=50): 1.664443  SpamRecall: 48.250%  SpamPrec: 99.656%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22558  99.63%
# Correctly spam:      25307  48.01%
# False positives:        84  0.37%
# False negatives:     27401  51.99%
# TCR(l=50): 1.667922  SpamRecall: 48.014%  SpamPrec: 99.669%