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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152076  16.060%  (99.272% of non-spam corpus)
# Correctly spam:     366640  38.719%  (46.192% of spam corpus)
# False positives:      1115  0.118%  (0.728% of nonspam, 353776 weighted)
# False negatives:    427085  45.103%  (53.808% of spam, 939060 weighted)
# Average score for spam:  11.2    nonspam: -0.6
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              946916  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19123  99.23%
# Correctly spam:      45526  46.04%
# False positives:       149  0.77%
# False negatives:     53358  53.96%
# TCR(l=50): 1.626168  SpamRecall: 46.040%  SpamPrec: 99.674%

##### 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: 152811  99.75%
# Correctly spam:     174801  22.02%
# False positives:       380  0.25%
# False negatives:    618924  77.98%
# TCR(l=50): 1.244231  SpamRecall: 22.023%  SpamPrec: 99.783%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19221  99.74%
# Correctly spam:      21981  22.23%
# False positives:        51  0.26%
# False negatives:     76903  77.77%
# TCR(l=50): 1.244560  SpamRecall: 22.229%  SpamPrec: 99.769%