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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178472  42.424%  (95.361% of non-spam corpus)
# Correctly spam:     194873  46.323%  (83.446% of spam corpus)
# False positives:      8683  2.064%  (4.639% of nonspam, 335573 weighted)
# False negatives:     38659  9.189%  (16.554% of spam, 109378 weighted)
# Average score for spam:  9.2    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              420687  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22369  95.23%
# Correctly spam:      24410  83.44%
# False positives:      1120  4.77%
# False negatives:      4843  16.56%
# TCR(l=50): 0.480795  SpamRecall: 83.444%  SpamPrec: 95.613%

##### 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: 179856  96.10%
# Correctly spam:      74676  31.98%
# False positives:      7299  3.90%
# False negatives:    158856  68.02%
# TCR(l=50): 0.445837  SpamRecall: 31.977%  SpamPrec: 91.096%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22583  96.14%
# Correctly spam:       9330  31.89%
# False positives:       906  3.86%
# False negatives:     19923  68.11%
# TCR(l=50): 0.448507  SpamRecall: 31.894%  SpamPrec: 91.149%