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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166290  19.110%  (99.387% of non-spam corpus)
# Correctly spam:     659219  75.758%  (93.792% of spam corpus)
# False positives:      1025  0.118%  (0.613% of nonspam, 273224 weighted)
# False negatives:     43633  5.014%  (6.208% of spam, 129813 weighted)
# Average score for spam:  12.3    nonspam: -0.7
# Average for false-pos:   6.3  false-neg: 3.0
# TOTAL:              870167  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20929  99.36%
# Correctly spam:      82343  93.92%
# False positives:       134  0.64%
# False negatives:      5333  6.08%
# TCR(l=50): 7.286296  SpamRecall: 93.917%  SpamPrec: 99.838%

##### 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: 166797  99.69%
# Correctly spam:     322154  45.84%
# False positives:       518  0.31%
# False negatives:    380698  54.16%
# TCR(l=50): 1.728616  SpamRecall: 45.835%  SpamPrec: 99.839%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20981  99.61%
# Correctly spam:      40337  46.01%
# False positives:        82  0.39%
# False negatives:     47339  53.99%
# TCR(l=50): 1.704465  SpamRecall: 46.007%  SpamPrec: 99.797%