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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251314  33.987%  (99.153% of non-spam corpus)
# Correctly spam:     349091  47.210%  (71.832% of spam corpus)
# False positives:      2146  0.290%  (0.847% of nonspam, 129691 weighted)
# False negatives:    136889  18.513%  (28.168% of spam, 325199 weighted)
# Average score for spam:  7.1    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              739440  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31345  99.05%
# Correctly spam:      43758  72.15%
# False positives:       302  0.95%
# False negatives:     16894  27.85%
# TCR(l=50): 1.895730  SpamRecall: 72.146%  SpamPrec: 99.315%

##### 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: 245724  96.95%
# Correctly spam:     206092  42.41%
# False positives:      7736  3.05%
# False negatives:    279888  57.59%
# TCR(l=50): 0.728947  SpamRecall: 42.408%  SpamPrec: 96.382%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30700  97.01%
# Correctly spam:      25631  42.26%
# False positives:       947  2.99%
# False negatives:     35021  57.74%
# TCR(l=50): 0.736327  SpamRecall: 42.259%  SpamPrec: 96.437%