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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123206  22.029%  (99.604% of non-spam corpus)
# Correctly spam:     433774  77.558%  (99.582% of spam corpus)
# False positives:       490  0.088%  (0.396% of nonspam, 113604 weighted)
# False negatives:      1821  0.326%  (0.418% of spam,   5646 weighted)
# Average score for spam:  23.1    nonspam: -1.2
# Average for false-pos:   6.6  false-neg: 3.1
# TOTAL:              559291  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15451  99.54%
# Correctly spam:      54079  99.58%
# False positives:        72  0.46%
# False negatives:       230  0.42%
# TCR(l=50): 14.179896  SpamRecall: 99.576%  SpamPrec: 99.867%

##### 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: 123021  99.45%
# Correctly spam:     415525  95.39%
# False positives:       675  0.55%
# False negatives:     20070  4.61%
# TCR(l=50): 8.093553  SpamRecall: 95.393%  SpamPrec: 99.838%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15443  99.48%
# Correctly spam:      51758  95.30%
# False positives:        80  0.52%
# False negatives:      2551  4.70%
# TCR(l=50): 8.290185  SpamRecall: 95.303%  SpamPrec: 99.846%