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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177395  37.804%  (96.661% of non-spam corpus)
# Correctly spam:     192674  41.060%  (67.434% of spam corpus)
# False positives:      6128  1.306%  (3.339% of nonspam, 298002 weighted)
# False negatives:     93049  19.829%  (32.566% of spam, 222770 weighted)
# Average score for spam:  16.1    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              469246  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22281  96.65%
# Correctly spam:      24169  67.64%
# False positives:       772  3.35%
# False negatives:     11561  32.36%
# TCR(l=50): 0.712306  SpamRecall: 67.643%  SpamPrec: 96.905%

##### 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: 178307  97.16%
# Correctly spam:     121600  42.56%
# False positives:      5216  2.84%
# False negatives:    164123  57.44%
# TCR(l=50): 0.672411  SpamRecall: 42.559%  SpamPrec: 95.887%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22391  97.13%
# Correctly spam:      15018  42.03%
# False positives:       662  2.87%
# False negatives:     20712  57.97%
# TCR(l=50): 0.663978  SpamRecall: 42.032%  SpamPrec: 95.778%