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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173467  38.259%  (99.518% of non-spam corpus)
# Correctly spam:     233739  51.552%  (83.748% of spam corpus)
# False positives:       841  0.185%  (0.482% of nonspam,  82751 weighted)
# False negatives:     45358  10.004%  (16.252% of spam, 104161 weighted)
# Average score for spam:  12.8    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              453405  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21790  99.48%
# Correctly spam:      29223  83.69%
# False positives:       113  0.52%
# False negatives:      5695  16.31%
# TCR(l=50): 3.077832  SpamRecall: 83.690%  SpamPrec: 99.615%

##### 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: 173891  99.76%
# Correctly spam:     135907  48.70%
# False positives:       417  0.24%
# False negatives:    143190  51.30%
# TCR(l=50): 1.701396  SpamRecall: 48.695%  SpamPrec: 99.694%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21848  99.75%
# Correctly spam:      16848  48.25%
# False positives:        55  0.25%
# False negatives:     18070  51.75%
# TCR(l=50): 1.677137  SpamRecall: 48.250%  SpamPrec: 99.675%