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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 393032  50.420%  (99.247% of non-spam corpus)
# Correctly spam:     196567  25.216%  (51.255% of spam corpus)
# False positives:      2982  0.383%  (0.753% of nonspam,  87325 weighted)
# False negatives:    186939  23.981%  (48.745% of spam, 403120 weighted)
# Average score for spam:  5.6    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              779520  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48742  98.66%
# Correctly spam:      24970  52.23%
# False positives:       664  1.34%
# False negatives:     22837  47.77%
# TCR(l=50): 0.853133  SpamRecall: 52.231%  SpamPrec: 97.410%

##### 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: 389146  98.27%
# Correctly spam:     125810  32.81%
# False positives:      6868  1.73%
# False negatives:    257696  67.19%
# TCR(l=50): 0.638011  SpamRecall: 32.805%  SpamPrec: 94.824%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48516  98.20%
# Correctly spam:      15729  32.90%
# False positives:       890  1.80%
# False negatives:     32078  67.10%
# TCR(l=50): 0.624292  SpamRecall: 32.901%  SpamPrec: 94.645%
