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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156383  41.876%  (98.135% of non-spam corpus)
# Correctly spam:     204956  54.882%  (95.733% of spam corpus)
# False positives:      2972  0.796%  (1.865% of nonspam, 125442 weighted)
# False negatives:      9136  2.446%  (4.267% of spam,  24901 weighted)
# Average score for spam:  13.7    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              373447  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19698  98.15%
# Correctly spam:      25705  95.85%
# False positives:       371  1.85%
# False negatives:      1112  4.15%
# TCR(l=50): 1.363900  SpamRecall: 95.853%  SpamPrec: 98.577%

##### 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: 158080  99.20%
# Correctly spam:     130583  60.99%
# False positives:      1275  0.80%
# False negatives:     83509  39.01%
# TCR(l=50): 1.453847  SpamRecall: 60.994%  SpamPrec: 99.033%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19914  99.23%
# Correctly spam:      16212  60.45%
# False positives:       155  0.77%
# False negatives:     10605  39.55%
# TCR(l=50): 1.461019  SpamRecall: 60.454%  SpamPrec: 99.053%