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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154663  41.631%  (99.548% of non-spam corpus)
# Correctly spam:     106767  28.739%  (49.397% of spam corpus)
# False positives:       703  0.189%  (0.452% of nonspam,  57031 weighted)
# False negatives:    109374  29.441%  (50.603% of spam, 220677 weighted)
# Average score for spam:  8.9    nonspam: -0.5
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              371507  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19456  99.51%
# Correctly spam:      13315  49.17%
# False positives:        95  0.49%
# False negatives:     13766  50.83%
# TCR(l=50): 1.462573  SpamRecall: 49.167%  SpamPrec: 99.292%

##### 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: 154853  99.67%
# Correctly spam:      87475  40.47%
# False positives:       513  0.33%
# False negatives:    128666  59.53%
# TCR(l=50): 1.400639  SpamRecall: 40.471%  SpamPrec: 99.417%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19484  99.66%
# Correctly spam:      10975  40.53%
# False positives:        67  0.34%
# False negatives:     16106  59.47%
# TCR(l=50): 1.391910  SpamRecall: 40.527%  SpamPrec: 99.393%