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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175889  23.571%  (99.694% of non-spam corpus)
# Correctly spam:     524844  70.335%  (92.114% of spam corpus)
# False positives:       540  0.072%  (0.306% of nonspam, 114750 weighted)
# False negatives:     44933  6.022%  (7.886% of spam,  85651 weighted)
# Average score for spam:  20.4    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 1.9
# TOTAL:              746206  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22106  99.65%
# Correctly spam:      65457  92.05%
# False positives:        77  0.35%
# False negatives:      5653  7.95%
# TCR(l=50): 7.482900  SpamRecall: 92.050%  SpamPrec: 99.883%

##### 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: 174018  98.63%
# Correctly spam:     419424  73.61%
# False positives:      2411  1.37%
# False negatives:    150353  26.39%
# TCR(l=50): 2.103251  SpamRecall: 73.612%  SpamPrec: 99.428%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21857  98.53%
# Correctly spam:      52074  73.23%
# False positives:       326  1.47%
# False negatives:     19036  26.77%
# TCR(l=50): 2.012395  SpamRecall: 73.230%  SpamPrec: 99.378%