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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145850  29.612%  (97.423% of non-spam corpus)
# Correctly spam:     177253  35.988%  (51.704% of spam corpus)
# False positives:      3858  0.783%  (2.577% of nonspam, 267378 weighted)
# False negatives:    165568  33.616%  (48.296% of spam, 448287 weighted)
# Average score for spam:  11.9    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              492529  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18319  97.49%
# Correctly spam:      22249  52.08%
# False positives:       472  2.51%
# False negatives:     20472  47.92%
# TCR(l=50): 0.969346  SpamRecall: 52.080%  SpamPrec: 97.923%

##### 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: 145740  97.35%
# Correctly spam:     140990  41.13%
# False positives:      3968  2.65%
# False negatives:    201831  58.87%
# TCR(l=50): 0.856558  SpamRecall: 41.126%  SpamPrec: 97.263%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18322  97.50%
# Correctly spam:      17652  41.32%
# False positives:       469  2.50%
# False negatives:     25069  58.68%
# TCR(l=50): 0.880500  SpamRecall: 41.319%  SpamPrec: 97.412%