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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 189106  36.717%  (99.296% of non-spam corpus)
# Correctly spam:      95105  18.466%  (29.300% of spam corpus)
# False positives:      1340  0.260%  (0.704% of nonspam,  69439 weighted)
# False negatives:    229482  44.557%  (70.700% of spam, 518275 weighted)
# Average score for spam:  3.9    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              515033  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23673  99.05%
# Correctly spam:      12116  29.96%
# False positives:       227  0.95%
# False negatives:     28325  70.04%
# TCR(l=50): 1.019307  SpamRecall: 29.960%  SpamPrec: 98.161%

##### 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: 186764  98.07%
# Correctly spam:      30548  9.41%
# False positives:      3682  1.93%
# False negatives:    294039  90.59%
# TCR(l=50): 0.678855  SpamRecall: 9.411%  SpamPrec: 89.243%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23441  98.08%
# Correctly spam:       3866  9.56%
# False positives:       459  1.92%
# False negatives:     36575  90.44%
# TCR(l=50): 0.679395  SpamRecall: 9.560%  SpamPrec: 89.387%
