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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 432490  44.800%  (97.203% of non-spam corpus)
# Correctly spam:     240520  24.915%  (46.214% of spam corpus)
# False positives:     12443  1.289%  (2.797% of nonspam, 432543 weighted)
# False negatives:    279923  28.996%  (53.786% of spam, 647677 weighted)
# Average score for spam:  5.9    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              965376  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  53832  97.05%
# Correctly spam:      29965  46.12%
# False positives:      1638  2.95%
# False negatives:     35001  53.88%
# TCR(l=50): 0.555735  SpamRecall: 46.124%  SpamPrec: 94.817%

##### 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: 433163  97.35%
# Correctly spam:     196287  37.72%
# False positives:     11770  2.65%
# False negatives:    324156  62.28%
# TCR(l=50): 0.570251  SpamRecall: 37.715%  SpamPrec: 94.343%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  53988  97.33%
# Correctly spam:      24361  37.50%
# False positives:      1482  2.67%
# False negatives:     40605  62.50%
# TCR(l=50): 0.566375  SpamRecall: 37.498%  SpamPrec: 94.265%