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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277084  53.222%  (99.548% of non-spam corpus)
# Correctly spam:     196175  37.681%  (80.972% of spam corpus)
# False positives:      1257  0.241%  (0.452% of nonspam,  98150 weighted)
# False negatives:     46100  8.855%  (19.028% of spam,  93394 weighted)
# Average score for spam:  15.2    nonspam: -0.8
# Average for false-pos:   9.0  false-neg: 2.0
# TOTAL:              520616  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34652  99.54%
# Correctly spam:      24612  81.19%
# False positives:       160  0.46%
# False negatives:      5702  18.81%
# TCR(l=50): 2.212378  SpamRecall: 81.190%  SpamPrec: 99.354%

##### 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:     157362  64.95%
# False positives:      1002  0.36%
# False negatives:     84913  35.05%
# TCR(l=50): 1.794457  SpamRecall: 64.952%  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:      19842  65.45%
# False positives:       139  0.40%
# False negatives:     10472  34.55%
# TCR(l=50): 1.739984  SpamRecall: 65.455%  SpamPrec: 99.304%