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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 202582  26.176%  (99.677% of non-spam corpus)
# Correctly spam:     186188  24.058%  (32.625% of spam corpus)
# False positives:       656  0.085%  (0.323% of nonspam, 110792 weighted)
# False negatives:    384499  49.682%  (67.375% of spam, 644384 weighted)
# Average score for spam:  4.5    nonspam: -0.0
# Average for false-pos:   6.0  false-neg: 1.7
# TOTAL:              773925  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25358  99.74%
# Correctly spam:      23230  32.61%
# False positives:        66  0.26%
# False negatives:     47998  67.39%
# TCR(l=50): 1.388514  SpamRecall: 32.614%  SpamPrec: 99.717%

##### 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: 202873  99.82%
# Correctly spam:     121683  21.32%
# False positives:       365  0.18%
# False negatives:    449004  78.68%
# TCR(l=50): 1.221364  SpamRecall: 21.322%  SpamPrec: 99.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25385  99.85%
# Correctly spam:      15181  21.31%
# False positives:        39  0.15%
# False negatives:     56047  78.69%
# TCR(l=50): 1.228132  SpamRecall: 21.313%  SpamPrec: 99.744%