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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160955  34.842%  (98.048% of non-spam corpus)
# Correctly spam:     269437  58.325%  (90.476% of spam corpus)
# False positives:      3205  0.694%  (1.952% of nonspam, 197667 weighted)
# False negatives:     28364  6.140%  (9.524% of spam,  69640 weighted)
# Average score for spam:  12.4    nonspam: -0.1
# Average for false-pos:   6.8  false-neg: 2.5
# TOTAL:              461961  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20268  97.99%
# Correctly spam:      33571  90.33%
# False positives:       415  2.01%
# False negatives:      3594  9.67%
# TCR(l=50): 1.526660  SpamRecall: 90.330%  SpamPrec: 98.779%

##### 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: 162093  98.74%
# Correctly spam:     197846  66.44%
# False positives:      2067  1.26%
# False negatives:     99955  33.56%
# TCR(l=50): 1.464799  SpamRecall: 66.436%  SpamPrec: 98.966%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20383  98.55%
# Correctly spam:      24723  66.52%
# False positives:       300  1.45%
# False negatives:     12442  33.48%
# TCR(l=50): 1.354311  SpamRecall: 66.522%  SpamPrec: 98.801%