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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 233178  15.656%  (97.561% of non-spam corpus)
# Correctly spam:     950548  63.822%  (76.022% of spam corpus)
# False positives:      5830  0.391%  (2.439% of nonspam, 874276 weighted)
# False negatives:    299815  20.130%  (23.978% of spam, 850435 weighted)
# Average score for spam:  8.2    nonspam: 1.0
# Average for false-pos:   5.7  false-neg: 2.8
# TOTAL:              1489371  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29135  97.41%
# Correctly spam:     118919  76.12%
# False positives:       776  2.59%
# False negatives:     37303  23.88%
# TCR(l=50): 2.052771  SpamRecall: 76.122%  SpamPrec: 99.352%

##### 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: 233112  97.53%
# Correctly spam:     728619  58.27%
# False positives:      5896  2.47%
# False negatives:    521744  41.73%
# TCR(l=50): 1.531287  SpamRecall: 58.273%  SpamPrec: 99.197%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29176  97.54%
# Correctly spam:      91016  58.26%
# False positives:       735  2.46%
# False negatives:     65206  41.74%
# TCR(l=50): 1.532249  SpamRecall: 58.261%  SpamPrec: 99.199%