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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161581  37.002%  (98.012% of non-spam corpus)
# Correctly spam:     245850  56.300%  (90.445% of spam corpus)
# False positives:      3277  0.750%  (1.988% of nonspam, 183558 weighted)
# False negatives:     25974  5.948%  (9.555% of spam,  63947 weighted)
# Average score for spam:  12.3    nonspam: -0.0
# Average for false-pos:   6.8  false-neg: 2.5
# TOTAL:              436682  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20360  98.10%
# Correctly spam:      30773  90.56%
# False positives:       395  1.90%
# False negatives:      3206  9.44%
# TCR(l=50): 1.480179  SpamRecall: 90.565%  SpamPrec: 98.733%

##### 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: 162709  98.70%
# Correctly spam:     179949  66.20%
# False positives:      2149  1.30%
# False negatives:     91875  33.80%
# TCR(l=50): 1.363723  SpamRecall: 66.201%  SpamPrec: 98.820%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20493  98.74%
# Correctly spam:      22616  66.56%
# False positives:       262  1.26%
# False negatives:     11363  33.44%
# TCR(l=50): 1.388996  SpamRecall: 66.559%  SpamPrec: 98.855%