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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 640144  43.087%  (99.878% of non-spam corpus)
# Correctly spam:     783161  52.713%  (92.705% of spam corpus)
# False positives:       779  0.052%  (0.122% of nonspam,  63168 weighted)
# False negatives:     61627  4.148%  (7.295% of spam, 111603 weighted)
# Average score for spam:  16.6    nonspam: -2.2
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              1485711  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79870  99.86%
# Correctly spam:      97560  92.64%
# False positives:       115  0.14%
# False negatives:      7747  7.36%
# TCR(l=50): 7.802252  SpamRecall: 92.643%  SpamPrec: 99.882%

##### 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: 638858  99.68%
# Correctly spam:     569153  67.37%
# False positives:      2065  0.32%
# False negatives:    275635  32.63%
# TCR(l=50): 2.229669  SpamRecall: 67.372%  SpamPrec: 99.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79720  99.67%
# Correctly spam:      70949  67.37%
# False positives:       265  0.33%
# False negatives:     34358  32.63%
# TCR(l=50): 2.211960  SpamRecall: 67.373%  SpamPrec: 99.628%