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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149516  33.917%  (99.628% of non-spam corpus)
# Correctly spam:     154440  35.034%  (53.116% of spam corpus)
# False positives:       558  0.127%  (0.372% of nonspam,  64656 weighted)
# False negatives:    136319  30.923%  (46.884% of spam, 316019 weighted)
# Average score for spam:  8.5    nonspam: -0.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              440833  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18785  99.71%
# Correctly spam:      19136  52.67%
# False positives:        55  0.29%
# False negatives:     17194  47.33%
# TCR(l=50): 1.821600  SpamRecall: 52.673%  SpamPrec: 99.713%

##### 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: 149103  99.35%
# Correctly spam:      94097  32.36%
# False positives:       971  0.65%
# False negatives:    196662  67.64%
# TCR(l=50): 1.185745  SpamRecall: 32.363%  SpamPrec: 98.979%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18728  99.41%
# Correctly spam:      11695  32.19%
# False positives:       112  0.59%
# False negatives:     24635  67.81%
# TCR(l=50): 1.201588  SpamRecall: 32.191%  SpamPrec: 99.051%