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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 292448  45.175%  (98.768% of non-spam corpus)
# Correctly spam:     168498  26.028%  (47.967% of spam corpus)
# False positives:      3647  0.563%  (1.232% of nonspam, 119974 weighted)
# False negatives:    182778  28.234%  (52.033% of spam, 423023 weighted)
# Average score for spam:  5.6    nonspam: 0.9
# Average for false-pos:   5.5  false-neg: 2.3
# TOTAL:              647371  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36380  98.49%
# Correctly spam:      21356  48.77%
# False positives:       558  1.51%
# False negatives:     22430  51.23%
# TCR(l=50): 0.869978  SpamRecall: 48.774%  SpamPrec: 97.454%

##### 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: 289833  97.89%
# Correctly spam:      95538  27.20%
# False positives:      6262  2.11%
# False negatives:    255738  72.80%
# TCR(l=50): 0.617533  SpamRecall: 27.197%  SpamPrec: 93.849%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36105  97.74%
# Correctly spam:      11994  27.39%
# False positives:       833  2.26%
# False negatives:     31792  72.61%
# TCR(l=50): 0.596198  SpamRecall: 27.392%  SpamPrec: 93.506%
