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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123121  22.034%  (99.598% of non-spam corpus)
# Correctly spam:     433343  77.552%  (99.582% of spam corpus)
# False positives:       497  0.089%  (0.402% of nonspam, 112831 weighted)
# False negatives:      1817  0.325%  (0.418% of spam,   5605 weighted)
# Average score for spam:  23.5    nonspam: -1.2
# Average for false-pos:   6.4  false-neg: 3.1
# TOTAL:              558778  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15449  99.57%
# Correctly spam:      54038  99.61%
# False positives:        66  0.43%
# False negatives:       214  0.39%
# TCR(l=50): 15.438816  SpamRecall: 99.606%  SpamPrec: 99.878%

##### 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: 122919  99.43%
# Correctly spam:     415171  95.41%
# False positives:       699  0.57%
# False negatives:     19989  4.59%
# TCR(l=50): 7.920785  SpamRecall: 95.407%  SpamPrec: 99.832%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15435  99.48%
# Correctly spam:      51734  95.36%
# False positives:        80  0.52%
# False negatives:      2518  4.64%
# TCR(l=50): 8.323412  SpamRecall: 95.359%  SpamPrec: 99.846%