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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 136215  35.761%  (96.290% of non-spam corpus)
# Correctly spam:     182074  47.801%  (76.042% of spam corpus)
# False positives:      5248  1.378%  (3.710% of nonspam, 267657 weighted)
# False negatives:     57366  15.061%  (23.958% of spam, 139198 weighted)
# Average score for spam:  11.0    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              380903  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17052  96.14%
# Correctly spam:      22652  75.61%
# False positives:       684  3.86%
# False negatives:      7307  24.39%
# TCR(l=50): 0.721782  SpamRecall: 75.610%  SpamPrec: 97.069%

##### 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: 136519  96.51%
# Correctly spam:      87063  36.36%
# False positives:      4944  3.49%
# False negatives:    152377  63.64%
# TCR(l=50): 0.599234  SpamRecall: 36.361%  SpamPrec: 94.626%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17108  96.46%
# Correctly spam:      10774  35.96%
# False positives:       628  3.54%
# False negatives:     19185  64.04%
# TCR(l=50): 0.592251  SpamRecall: 35.962%  SpamPrec: 94.492%