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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 233823  44.027%  (94.907% of non-spam corpus)
# Correctly spam:     184467  34.734%  (64.791% of spam corpus)
# False positives:     12548  2.363%  (5.093% of nonspam, 419181 weighted)
# False negatives:    100246  18.876%  (35.209% of spam, 267787 weighted)
# Average score for spam:  6.9    nonspam: 1.5
# Average for false-pos:   5.8  false-neg: 2.7
# TOTAL:              531084  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29138  94.72%
# Correctly spam:      23645  66.40%
# False positives:      1625  5.28%
# False negatives:     11966  33.60%
# TCR(l=50): 0.382027  SpamRecall: 66.398%  SpamPrec: 93.569%

##### 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: 233626  94.83%
# Correctly spam:     148324  52.10%
# False positives:     12745  5.17%
# False negatives:    136389  47.90%
# TCR(l=50): 0.368018  SpamRecall: 52.096%  SpamPrec: 92.087%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29195  94.90%
# Correctly spam:      18392  51.65%
# False positives:      1568  5.10%
# False negatives:     17219  48.35%
# TCR(l=50): 0.372426  SpamRecall: 51.647%  SpamPrec: 92.144%