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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 424053  26.732%  (99.620% of non-spam corpus)
# Correctly spam:     1094334  68.986%  (94.287% of spam corpus)
# False positives:      1616  0.102%  (0.380% of nonspam, 304779 weighted)
# False negatives:     66302  4.180%  (5.713% of spam, 121007 weighted)
# Average score for spam:  15.6    nonspam: -1.5
# Average for false-pos:   6.9  false-neg: 1.8
# TOTAL:              1586305  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  52853  99.62%
# Correctly spam:     136652  94.33%
# False positives:       199  0.38%
# False negatives:      8213  5.67%
# TCR(l=50): 7.975830  SpamRecall: 94.331%  SpamPrec: 99.855%

##### 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: 423109  99.40%
# Correctly spam:     700820  60.38%
# False positives:      2560  0.60%
# False negatives:    459816  39.62%
# TCR(l=50): 1.974489  SpamRecall: 60.382%  SpamPrec: 99.636%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  52765  99.46%
# Correctly spam:      87434  60.36%
# False positives:       287  0.54%
# False negatives:     57431  39.64%
# TCR(l=50): 2.018152  SpamRecall: 60.356%  SpamPrec: 99.673%