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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 263220  36.021%  (99.241% of non-spam corpus)
# Correctly spam:     322586  44.145%  (69.298% of spam corpus)
# False positives:      2012  0.275%  (0.759% of nonspam, 111238 weighted)
# False negatives:    142917  19.558%  (30.702% of spam, 349862 weighted)
# Average score for spam:  6.4    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              730735  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32924  99.20%
# Correctly spam:      40373  69.53%
# False positives:       264  0.80%
# False negatives:     17689  30.47%
# TCR(l=50): 1.879698  SpamRecall: 69.534%  SpamPrec: 99.350%

##### 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: 257869  97.22%
# Correctly spam:     150226  32.27%
# False positives:      7363  2.78%
# False negatives:    315277  67.73%
# TCR(l=50): 0.681131  SpamRecall: 32.272%  SpamPrec: 95.328%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32268  97.23%
# Correctly spam:      19051  32.81%
# False positives:       920  2.77%
# False negatives:     39011  67.19%
# TCR(l=50): 0.682994  SpamRecall: 32.811%  SpamPrec: 95.393%