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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 557306  68.575%  (99.905% of non-spam corpus)
# Correctly spam:     222452  27.372%  (87.284% of spam corpus)
# False positives:       530  0.065%  (0.095% of nonspam,  15164 weighted)
# False negatives:     32407  3.988%  (12.716% of spam,  56819 weighted)
# Average score for spam:  17.8    nonspam: -2.9
# Average for false-pos:   6.3  false-neg: 1.8
# TOTAL:              812695  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69602  99.88%
# Correctly spam:      27701  87.01%
# False positives:        81  0.12%
# False negatives:      4136  12.99%
# TCR(l=50): 3.889201  SpamRecall: 87.009%  SpamPrec: 99.708%

##### 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: 555892  99.65%
# Correctly spam:     164833  64.68%
# False positives:      1944  0.35%
# False negatives:     90026  35.32%
# TCR(l=50): 1.361237  SpamRecall: 64.676%  SpamPrec: 98.834%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69429  99.64%
# Correctly spam:      20570  64.61%
# False positives:       254  0.36%
# False negatives:     11267  35.39%
# TCR(l=50): 1.328368  SpamRecall: 64.610%  SpamPrec: 98.780%