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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 300480  51.738%  (99.823% of non-spam corpus)
# Correctly spam:     236618  40.742%  (84.578% of spam corpus)
# False positives:       533  0.092%  (0.177% of nonspam,  30420 weighted)
# False negatives:     43145  7.429%  (15.422% of spam,  80597 weighted)
# Average score for spam:  15.9    nonspam: -2.6
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              580776  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37499  99.82%
# Correctly spam:      29594  84.56%
# False positives:        69  0.18%
# False negatives:      5405  15.44%
# TCR(l=50): 3.952456  SpamRecall: 84.557%  SpamPrec: 99.767%

##### 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: 298754  99.25%
# Correctly spam:     163965  58.61%
# False positives:      2259  0.75%
# False negatives:    115798  41.39%
# TCR(l=50): 1.223018  SpamRecall: 58.609%  SpamPrec: 98.641%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37297  99.28%
# Correctly spam:      20549  58.71%
# False positives:       271  0.72%
# False negatives:     14450  41.29%
# TCR(l=50): 1.249964  SpamRecall: 58.713%  SpamPrec: 98.698%
