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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 554361  49.361%  (99.909% of non-spam corpus)
# Correctly spam:     517951  46.119%  (91.154% of spam corpus)
# False positives:       507  0.045%  (0.091% of nonspam,  32117 weighted)
# False negatives:     50262  4.475%  (8.846% of spam, 106769 weighted)
# Average score for spam:  15.3    nonspam: -2.3
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              1123081  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69240  99.91%
# Correctly spam:      64604  91.09%
# False positives:        63  0.09%
# False negatives:      6320  8.91%
# TCR(l=50): 7.489335  SpamRecall: 91.089%  SpamPrec: 99.903%

##### 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: 552990  99.66%
# Correctly spam:     280636  49.39%
# False positives:      1878  0.34%
# False negatives:    287577  50.61%
# TCR(l=50): 1.489508  SpamRecall: 49.389%  SpamPrec: 99.335%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69070  99.66%
# Correctly spam:      34806  49.08%
# False positives:       233  0.34%
# False negatives:     36118  50.92%
# TCR(l=50): 1.484760  SpamRecall: 49.075%  SpamPrec: 99.335%