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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251228  19.633%  (99.580% of non-spam corpus)
# Correctly spam:     948972  74.160%  (92.372% of spam corpus)
# False positives:      1059  0.083%  (0.420% of nonspam, 255685 weighted)
# False negatives:     78364  6.124%  (7.628% of spam, 128897 weighted)
# Average score for spam:  11.9    nonspam: -0.0
# Average for false-pos:   5.9  false-neg: 1.6
# TOTAL:              1279623  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31363  99.58%
# Correctly spam:     118391  92.34%
# False positives:       132  0.42%
# False negatives:      9822  7.66%
# TCR(l=50): 7.807393  SpamRecall: 92.339%  SpamPrec: 99.889%

##### 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: 251327  99.62%
# Correctly spam:     682675  66.45%
# False positives:       960  0.38%
# False negatives:    344661  33.55%
# TCR(l=50): 2.616343  SpamRecall: 66.451%  SpamPrec: 99.860%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31378  99.63%
# Correctly spam:      85481  66.67%
# False positives:       117  0.37%
# False negatives:     42732  33.33%
# TCR(l=50): 2.639105  SpamRecall: 66.671%  SpamPrec: 99.863%