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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181878  29.949%  (95.502% of non-spam corpus)
# Correctly spam:     383494  63.147%  (91.997% of spam corpus)
# False positives:      8566  1.411%  (4.498% of nonspam, 585657 weighted)
# False negatives:     33363  5.494%  (8.003% of spam,  95197 weighted)
# Average score for spam:  9.9    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.9
# TOTAL:              607301  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22815  95.46%
# Correctly spam:      47909  92.23%
# False positives:      1085  4.54%
# False negatives:      4036  7.77%
# TCR(l=50): 0.891209  SpamRecall: 92.230%  SpamPrec: 97.785%

##### 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: 182697  95.93%
# Correctly spam:     176146  42.26%
# False positives:      7747  4.07%
# False negatives:    240711  57.74%
# TCR(l=50): 0.663721  SpamRecall: 42.256%  SpamPrec: 95.787%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22956  96.05%
# Correctly spam:      21874  42.11%
# False positives:       944  3.95%
# False negatives:     30071  57.89%
# TCR(l=50): 0.672244  SpamRecall: 42.110%  SpamPrec: 95.863%