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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 686446  53.989%  (99.571% of non-spam corpus)
# Correctly spam:     443832  34.907%  (76.252% of spam corpus)
# False positives:      2961  0.233%  (0.429% of nonspam,  71294 weighted)
# False negatives:    138225  10.871%  (23.748% of spam, 296469 weighted)
# Average score for spam:  10.5    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.1
# TOTAL:              1271464  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  85583  99.53%
# Correctly spam:      55354  76.22%
# False positives:       406  0.47%
# False negatives:     17267  23.78%
# TCR(l=50): 1.933106  SpamRecall: 76.223%  SpamPrec: 99.272%

##### 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: 673213  97.65%
# Correctly spam:     247053  42.44%
# False positives:     16194  2.35%
# False negatives:    335004  57.56%
# TCR(l=50): 0.508478  SpamRecall: 42.445%  SpamPrec: 93.848%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84026  97.72%
# Correctly spam:      30666  42.23%
# False positives:      1963  2.28%
# False negatives:     41955  57.77%
# TCR(l=50): 0.518333  SpamRecall: 42.227%  SpamPrec: 93.984%