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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277076  53.221%  (99.546% of non-spam corpus)
# Correctly spam:     196086  37.664%  (80.936% of spam corpus)
# False positives:      1265  0.243%  (0.454% of nonspam,  98495 weighted)
# False negatives:     46188  8.872%  (19.064% of spam,  93776 weighted)
# Average score for spam:  15.2    nonspam: -0.8
# Average for false-pos:   8.9  false-neg: 2.0
# TOTAL:              520615  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34649  99.53%
# Correctly spam:      24588  81.11%
# False positives:       163  0.47%
# False negatives:      5726  18.89%
# TCR(l=50): 2.184635  SpamRecall: 81.111%  SpamPrec: 99.341%

##### 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: 277339  99.64%
# Correctly spam:     157389  64.96%
# False positives:      1002  0.36%
# False negatives:     84885  35.04%
# TCR(l=50): 1.794822  SpamRecall: 64.963%  SpamPrec: 99.367%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34673  99.60%
# Correctly spam:      19831  65.42%
# False positives:       139  0.40%
# False negatives:     10483  34.58%
# TCR(l=50): 1.738886  SpamRecall: 65.419%  SpamPrec: 99.304%