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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 265167  35.874%  (99.609% of non-spam corpus)
# Correctly spam:     354861  48.009%  (75.032% of spam corpus)
# False positives:      1040  0.141%  (0.391% of nonspam,  66106 weighted)
# False negatives:    118088  15.976%  (24.968% of spam, 198802 weighted)
# Average score for spam:  8.2    nonspam: 0.5
# Average for false-pos:   7.2  false-neg: 1.7
# TOTAL:              739156  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33138  99.52%
# Correctly spam:      44297  75.07%
# False positives:       160  0.48%
# False negatives:     14712  24.93%
# TCR(l=50): 2.598142  SpamRecall: 75.068%  SpamPrec: 99.640%

##### 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: 256614  96.40%
# Correctly spam:     244824  51.77%
# False positives:      9593  3.60%
# False negatives:    228125  48.23%
# TCR(l=50): 0.668219  SpamRecall: 51.765%  SpamPrec: 96.229%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32119  96.46%
# Correctly spam:      30674  51.98%
# False positives:      1179  3.54%
# False negatives:     28335  48.02%
# TCR(l=50): 0.676050  SpamRecall: 51.982%  SpamPrec: 96.299%