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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 250695  16.593%  (97.475% of non-spam corpus)
# Correctly spam:     959905  63.533%  (76.567% of spam corpus)
# False positives:      6494  0.430%  (2.525% of nonspam, 905269 weighted)
# False negatives:    293777  19.444%  (23.433% of spam, 864851 weighted)
# Average score for spam:  7.9    nonspam: 1.0
# Average for false-pos:   5.7  false-neg: 2.9
# TOTAL:              1510871  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31267  97.34%
# Correctly spam:     120054  76.65%
# False positives:       853  2.66%
# False negatives:     36577  23.35%
# TCR(l=50): 1.976990  SpamRecall: 76.648%  SpamPrec: 99.294%

##### 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: 250634  97.45%
# Correctly spam:     732916  58.46%
# False positives:      6555  2.55%
# False negatives:    520766  41.54%
# TCR(l=50): 1.477500  SpamRecall: 58.461%  SpamPrec: 99.114%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31361  97.64%
# Correctly spam:      91719  58.56%
# False positives:       759  2.36%
# False negatives:     64912  41.44%
# TCR(l=50): 1.522729  SpamRecall: 58.557%  SpamPrec: 99.179%