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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171571  24.910%  (99.043% of non-spam corpus)
# Correctly spam:     329799  47.882%  (63.971% of spam corpus)
# False positives:      1657  0.241%  (0.957% of nonspam, 315060 weighted)
# False negatives:    185746  26.968%  (36.029% of spam, 478118 weighted)
# Average score for spam:  9.4    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              688773  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21577  99.11%
# Correctly spam:      41145  63.91%
# False positives:       193  0.89%
# False negatives:     23239  36.09%
# TCR(l=50): 1.957615  SpamRecall: 63.906%  SpamPrec: 99.533%

##### 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: 172345  99.49%
# Correctly spam:     174453  33.84%
# False positives:       883  0.51%
# False negatives:    341092  66.16%
# TCR(l=50): 1.338237  SpamRecall: 33.839%  SpamPrec: 99.496%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21668  99.53%
# Correctly spam:      21667  33.65%
# False positives:       102  0.47%
# False negatives:     42717  66.35%
# TCR(l=50): 1.346467  SpamRecall: 33.653%  SpamPrec: 99.531%