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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176039  29.226%  (98.118% of non-spam corpus)
# Correctly spam:     382909  63.570%  (90.537% of spam corpus)
# False positives:      3377  0.561%  (1.882% of nonspam, 261472 weighted)
# False negatives:     40020  6.644%  (9.463% of spam, 116463 weighted)
# Average score for spam:  15.9    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.9
# TOTAL:              602345  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22042  97.82%
# Correctly spam:      47657  90.46%
# False positives:       492  2.18%
# False negatives:      5024  9.54%
# TCR(l=50): 1.778322  SpamRecall: 90.463%  SpamPrec: 98.978%

##### 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: 177779  99.09%
# Correctly spam:     171473  40.54%
# False positives:      1637  0.91%
# False negatives:    251456  59.46%
# TCR(l=50): 1.268891  SpamRecall: 40.544%  SpamPrec: 99.054%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22290  98.92%
# Correctly spam:      21404  40.63%
# False positives:       244  1.08%
# False negatives:     31277  59.37%
# TCR(l=50): 1.211698  SpamRecall: 40.629%  SpamPrec: 98.873%