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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164636  41.007%  (99.305% of non-spam corpus)
# Correctly spam:     188517  46.955%  (79.983% of spam corpus)
# False positives:      1152  0.287%  (0.695% of nonspam, 104376 weighted)
# False negatives:     47178  11.751%  (20.017% of spam, 165144 weighted)
# Average score for spam:  9.1    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 3.5
# TOTAL:              401483  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20738  99.32%
# Correctly spam:      23541  79.78%
# False positives:       142  0.68%
# False negatives:      5966  20.22%
# TCR(l=50): 2.258304  SpamRecall: 79.781%  SpamPrec: 99.400%

##### 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: 165165  99.62%
# Correctly spam:      85765  36.39%
# False positives:       623  0.38%
# False negatives:    149930  63.61%
# TCR(l=50): 1.301607  SpamRecall: 36.388%  SpamPrec: 99.279%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20811  99.67%
# Correctly spam:      10791  36.57%
# False positives:        69  0.33%
# False negatives:     18716  63.43%
# TCR(l=50): 1.331183  SpamRecall: 36.571%  SpamPrec: 99.365%