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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 551708  65.412%  (99.659% of non-spam corpus)
# Correctly spam:     198528  23.538%  (68.496% of spam corpus)
# False positives:      1885  0.223%  (0.341% of nonspam,  29475 weighted)
# False negatives:     91312  10.826%  (31.504% of spam, 191293 weighted)
# Average score for spam:  8.7    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              843433  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68914  99.67%
# Correctly spam:      24901  68.75%
# False positives:       230  0.33%
# False negatives:     11320  31.25%
# TCR(l=50): 1.587248  SpamRecall: 68.747%  SpamPrec: 99.085%

##### 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: 545752  98.58%
# Correctly spam:     106124  36.61%
# False positives:      7841  1.42%
# False negatives:    183716  63.39%
# TCR(l=50): 0.503399  SpamRecall: 36.615%  SpamPrec: 93.120%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68133  98.54%
# Correctly spam:      13188  36.41%
# False positives:      1011  1.46%
# False negatives:     23033  63.59%
# TCR(l=50): 0.492247  SpamRecall: 36.410%  SpamPrec: 92.880%