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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 139593  36.502%  (99.706% of non-spam corpus)
# Correctly spam:     154200  40.321%  (63.608% of spam corpus)
# False positives:       411  0.107%  (0.294% of nonspam,  24301 weighted)
# False negatives:     88223  23.069%  (36.392% of spam, 149816 weighted)
# Average score for spam:  8.5    nonspam: 0.6
# Average for false-pos:   6.8  false-neg: 1.7
# TOTAL:              382427  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17490  99.64%
# Correctly spam:      19494  64.28%
# False positives:        64  0.36%
# False negatives:     10834  35.72%
# TCR(l=50): 2.161037  SpamRecall: 64.277%  SpamPrec: 99.673%

##### 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: 134839  96.31%
# Correctly spam:     105388  43.47%
# False positives:      5165  3.69%
# False negatives:    137035  56.53%
# TCR(l=50): 0.613287  SpamRecall: 43.473%  SpamPrec: 95.328%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16904  96.30%
# Correctly spam:      13306  43.87%
# False positives:       650  3.70%
# False negatives:     17022  56.13%
# TCR(l=50): 0.612415  SpamRecall: 43.874%  SpamPrec: 95.343%