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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251052  47.282%  (99.556% of non-spam corpus)
# Correctly spam:     234680  44.199%  (84.177% of spam corpus)
# False positives:      1119  0.211%  (0.444% of nonspam, 105037 weighted)
# False negatives:     44115  8.308%  (15.823% of spam,  90084 weighted)
# Average score for spam:  16.1    nonspam: -0.9
# Average for false-pos:   8.5  false-neg: 2.0
# TOTAL:              530966  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31365  99.63%
# Correctly spam:      29330  84.10%
# False positives:       116  0.37%
# False negatives:      5545  15.90%
# TCR(l=50): 3.074041  SpamRecall: 84.100%  SpamPrec: 99.606%

##### 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: 250547  99.36%
# Correctly spam:     193498  69.41%
# False positives:      1624  0.64%
# False negatives:     85297  30.59%
# TCR(l=50): 1.674475  SpamRecall: 69.405%  SpamPrec: 99.168%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31306  99.44%
# Correctly spam:      24161  69.28%
# False positives:       175  0.56%
# False negatives:     10714  30.72%
# TCR(l=50): 1.791769  SpamRecall: 69.279%  SpamPrec: 99.281%