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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164765  48.253%  (99.605% of non-spam corpus)
# Correctly spam:     102578  30.041%  (58.270% of spam corpus)
# False positives:       654  0.192%  (0.395% of nonspam,  20739 weighted)
# False negatives:     73462  21.514%  (41.730% of spam, 122390 weighted)
# Average score for spam:  8.0    nonspam: 0.4
# Average for false-pos:   6.0  false-neg: 1.7
# TOTAL:              341459  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20738  99.61%
# Correctly spam:      12839  58.02%
# False positives:        81  0.39%
# False negatives:      9289  41.98%
# TCR(l=50): 1.658895  SpamRecall: 58.022%  SpamPrec: 99.373%

##### 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: 161539  97.65%
# Correctly spam:      75733  43.02%
# False positives:      3880  2.35%
# False negatives:    100307  56.98%
# TCR(l=50): 0.598151  SpamRecall: 43.020%  SpamPrec: 95.126%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20299  97.50%
# Correctly spam:       9480  42.84%
# False positives:       520  2.50%
# False negatives:     12648  57.16%
# TCR(l=50): 0.572552  SpamRecall: 42.842%  SpamPrec: 94.800%