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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200310  29.961%  (99.703% of non-spam corpus)
# Correctly spam:     323303  48.358%  (69.133% of spam corpus)
# False positives:       596  0.089%  (0.297% of nonspam,  83746 weighted)
# False negatives:    144353  21.592%  (30.867% of spam, 406616 weighted)
# Average score for spam:  7.7    nonspam: -0.7
# Average for false-pos:   6.0  false-neg: 2.8
# TOTAL:              668562  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25036  99.64%
# Correctly spam:      40443  69.30%
# False positives:        91  0.36%
# False negatives:     17914  30.70%
# TCR(l=50): 2.597801  SpamRecall: 69.303%  SpamPrec: 99.775%

##### 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: 200527  99.81%
# Correctly spam:     123624  26.43%
# False positives:       379  0.19%
# False negatives:    344032  73.57%
# TCR(l=50): 1.288372  SpamRecall: 26.435%  SpamPrec: 99.694%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25078  99.80%
# Correctly spam:      15573  26.69%
# False positives:        49  0.20%
# False negatives:     42784  73.31%
# TCR(l=50): 1.290114  SpamRecall: 26.686%  SpamPrec: 99.686%