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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180884  44.002%  (99.161% of non-spam corpus)
# Correctly spam:     164565  40.032%  (71.966% of spam corpus)
# False positives:      1530  0.372%  (0.839% of nonspam, 122755 weighted)
# False negatives:     64105  15.594%  (28.034% of spam, 184016 weighted)
# Average score for spam:  11.5    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              411084  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22749  99.28%
# Correctly spam:      20651  72.08%
# False positives:       166  0.72%
# False negatives:      8001  27.92%
# TCR(l=50): 1.757684  SpamRecall: 72.075%  SpamPrec: 99.203%

##### 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: 181754  99.64%
# Correctly spam:      66597  29.12%
# False positives:       660  0.36%
# False negatives:    162073  70.88%
# TCR(l=50): 1.172228  SpamRecall: 29.124%  SpamPrec: 99.019%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22841  99.68%
# Correctly spam:       8373  29.22%
# False positives:        74  0.32%
# False negatives:     20279  70.78%
# TCR(l=50): 1.194879  SpamRecall: 29.223%  SpamPrec: 99.124%