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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145125  45.271%  (99.735% of non-spam corpus)
# Correctly spam:      72119  22.497%  (41.198% of spam corpus)
# False positives:       385  0.120%  (0.265% of nonspam,  26805 weighted)
# False negatives:    102937  32.111%  (58.802% of spam, 265233 weighted)
# Average score for spam:  5.9    nonspam: 0.4
# Average for false-pos:   5.8  false-neg: 2.6
# TOTAL:              320566  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18116  99.28%
# Correctly spam:       8942  40.64%
# False positives:       132  0.72%
# False negatives:     13062  59.36%
# TCR(l=50): 1.119113  SpamRecall: 40.638%  SpamPrec: 98.545%

##### 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: 145300  99.86%
# Correctly spam:      17323  9.90%
# False positives:       210  0.14%
# False negatives:    157733  90.10%
# TCR(l=50): 1.040557  SpamRecall: 9.896%  SpamPrec: 98.802%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18218  99.84%
# Correctly spam:       2101  9.55%
# False positives:        30  0.16%
# False negatives:     19903  90.45%
# TCR(l=50): 1.028080  SpamRecall: 9.548%  SpamPrec: 98.592%