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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 234910  20.187%  (99.543% of non-spam corpus)
# Correctly spam:     667495  57.361%  (71.953% of spam corpus)
# False positives:      1079  0.093%  (0.457% of nonspam, 273698 weighted)
# False negatives:    260186  22.359%  (28.047% of spam, 232987 weighted)
# Average score for spam:  9.5    nonspam: -0.5
# Average for false-pos:   6.5  false-neg: 0.9
# TOTAL:              1163670  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29395  99.53%
# Correctly spam:      83260  71.92%
# False positives:       139  0.47%
# False negatives:     32503  28.08%
# TCR(l=50): 2.934200  SpamRecall: 71.923%  SpamPrec: 99.833%

##### 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: 234750  99.47%
# Correctly spam:     417572  45.01%
# False positives:      1239  0.53%
# False negatives:    510109  54.99%
# TCR(l=50): 1.621653  SpamRecall: 45.012%  SpamPrec: 99.704%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29378  99.47%
# Correctly spam:      51924  44.85%
# False positives:       156  0.53%
# False negatives:     63839  55.15%
# TCR(l=50): 1.615921  SpamRecall: 44.854%  SpamPrec: 99.700%