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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160172  45.845%  (98.094% of non-spam corpus)
# Correctly spam:     168815  48.319%  (90.717% of spam corpus)
# False positives:      3113  0.891%  (1.906% of nonspam, 116636 weighted)
# False negatives:     17275  4.945%  (9.283% of spam,  57478 weighted)
# Average score for spam:  15.5    nonspam: 0.4
# Average for false-pos:   6.6  false-neg: 3.3
# TOTAL:              349375  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20171  97.97%
# Correctly spam:      21234  90.91%
# False positives:       419  2.03%
# False negatives:      2122  9.09%
# TCR(l=50): 1.012309  SpamRecall: 90.915%  SpamPrec: 98.065%

##### 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: 161688  99.02%
# Correctly spam:     101338  54.46%
# False positives:      1597  0.98%
# False negatives:     84752  45.54%
# TCR(l=50): 1.130545  SpamRecall: 54.456%  SpamPrec: 98.449%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20388  99.02%
# Correctly spam:      12688  54.32%
# False positives:       202  0.98%
# False negatives:     10668  45.68%
# TCR(l=50): 1.124615  SpamRecall: 54.324%  SpamPrec: 98.433%