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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179303  27.085%  (99.214% of non-spam corpus)
# Correctly spam:     396159  59.842%  (82.313% of spam corpus)
# False positives:      1421  0.215%  (0.786% of nonspam, 245565 weighted)
# False negatives:     85125  12.859%  (17.687% of spam, 223637 weighted)
# Average score for spam:  10.4    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              662008  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22525  99.24%
# Correctly spam:      49241  81.98%
# False positives:       172  0.76%
# False negatives:     10826  18.02%
# TCR(l=50): 3.092093  SpamRecall: 81.977%  SpamPrec: 99.652%

##### 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: 179678  99.42%
# Correctly spam:     230542  47.90%
# False positives:      1046  0.58%
# False negatives:    250742  52.10%
# TCR(l=50): 1.588176  SpamRecall: 47.901%  SpamPrec: 99.548%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22558  99.39%
# Correctly spam:      28737  47.84%
# False positives:       139  0.61%
# False negatives:     31330  52.16%
# TCR(l=50): 1.569148  SpamRecall: 47.842%  SpamPrec: 99.519%