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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146740  43.166%  (97.098% of non-spam corpus)
# Correctly spam:     175155  51.525%  (92.763% of spam corpus)
# False positives:      4386  1.290%  (2.902% of nonspam, 174741 weighted)
# False negatives:     13664  4.019%  (7.237% of spam,  36509 weighted)
# Average score for spam:  16.5    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              339945  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18406  96.95%
# Correctly spam:      22071  93.15%
# False positives:       579  3.05%
# False negatives:      1624  6.85%
# TCR(l=50): 0.775005  SpamRecall: 93.146%  SpamPrec: 97.444%

##### 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: 148996  98.59%
# Correctly spam:     114408  60.59%
# False positives:      2130  1.41%
# False negatives:     74411  39.41%
# TCR(l=50): 1.043712  SpamRecall: 60.591%  SpamPrec: 98.172%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18706  98.53%
# Correctly spam:      14281  60.27%
# False positives:       279  1.47%
# False negatives:      9414  39.73%
# TCR(l=50): 1.014167  SpamRecall: 60.270%  SpamPrec: 98.084%