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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247675  26.961%  (99.682% of non-spam corpus)
# Correctly spam:     550248  59.897%  (82.104% of spam corpus)
# False positives:       791  0.086%  (0.318% of nonspam,  69008 weighted)
# False negatives:    119937  13.056%  (17.896% of spam, 201882 weighted)
# Average score for spam:  13.9    nonspam: 0.6
# Average for false-pos:   6.5  false-neg: 1.7
# TOTAL:              918651  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30844  99.51%
# Correctly spam:      68612  82.03%
# False positives:       152  0.49%
# False negatives:     15030  17.97%
# TCR(l=50): 3.696067  SpamRecall: 82.031%  SpamPrec: 99.779%

##### 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: 241640  97.25%
# Correctly spam:     325098  48.51%
# False positives:      6826  2.75%
# False negatives:    345087  51.49%
# TCR(l=50): 0.976395  SpamRecall: 48.509%  SpamPrec: 97.944%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30181  97.37%
# Correctly spam:      40629  48.57%
# False positives:       815  2.63%
# False negatives:     43013  51.43%
# TCR(l=50): 0.998555  SpamRecall: 48.575%  SpamPrec: 98.033%