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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138270  23.466%  (99.361% of non-spam corpus)
# Correctly spam:     247507  42.005%  (54.992% of spam corpus)
# False positives:       889  0.151%  (0.639% of nonspam, 183553 weighted)
# False negatives:    202569  34.378%  (45.008% of spam, 425846 weighted)
# Average score for spam:  14.6    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              589235  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17340  99.42%
# Correctly spam:      30959  55.16%
# False positives:       101  0.58%
# False negatives:     25165  44.84%
# TCR(l=50): 1.857488  SpamRecall: 55.162%  SpamPrec: 99.675%

##### 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: 138457  99.50%
# Correctly spam:     189538  42.11%
# False positives:       702  0.50%
# False negatives:    260538  57.89%
# TCR(l=50): 1.522389  SpamRecall: 42.112%  SpamPrec: 99.631%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17363  99.55%
# Correctly spam:      23750  42.32%
# False positives:        78  0.45%
# False negatives:     32374  57.68%
# TCR(l=50): 1.547224  SpamRecall: 42.317%  SpamPrec: 99.673%