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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176274  46.076%  (99.779% of non-spam corpus)
# Correctly spam:     179358  46.882%  (87.105% of spam corpus)
# False positives:       390  0.102%  (0.221% of nonspam,  29406 weighted)
# False negatives:     26551  6.940%  (12.895% of spam,  64845 weighted)
# Average score for spam:  14.8    nonspam: -2.5
# Average for false-pos:   6.5  false-neg: 2.4
# TOTAL:              382573  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22165  99.77%
# Correctly spam:      22473  87.17%
# False positives:        52  0.23%
# False negatives:      3308  12.83%
# TCR(l=50): 4.363744  SpamRecall: 87.169%  SpamPrec: 99.769%

##### 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: 175520  99.35%
# Correctly spam:     147709  71.74%
# False positives:      1144  0.65%
# False negatives:     58200  28.26%
# TCR(l=50): 1.784307  SpamRecall: 71.735%  SpamPrec: 99.231%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22084  99.40%
# Correctly spam:      18536  71.90%
# False positives:       133  0.60%
# False negatives:      7245  28.10%
# TCR(l=50): 1.855416  SpamRecall: 71.898%  SpamPrec: 99.288%