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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200660  29.892%  (99.702% of non-spam corpus)
# Correctly spam:     325299  48.459%  (69.208% of spam corpus)
# False positives:       599  0.089%  (0.298% of nonspam,  84537 weighted)
# False negatives:    144734  21.561%  (30.792% of spam, 408208 weighted)
# Average score for spam:  7.6    nonspam: -0.7
# Average for false-pos:   6.0  false-neg: 2.8
# TOTAL:              671292  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25095  99.72%
# Correctly spam:      40701  69.40%
# False positives:        71  0.28%
# False negatives:     17942  30.60%
# TCR(l=50): 2.728597  SpamRecall: 69.405%  SpamPrec: 99.826%

##### 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: 200889  99.82%
# Correctly spam:     125460  26.69%
# False positives:       370  0.18%
# False negatives:    344573  73.31%
# TCR(l=50): 1.294596  SpamRecall: 26.692%  SpamPrec: 99.706%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25126  99.84%
# Correctly spam:      15805  26.95%
# False positives:        40  0.16%
# False negatives:     42838  73.05%
# TCR(l=50): 1.307886  SpamRecall: 26.951%  SpamPrec: 99.748%