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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 719671  55.308%  (98.964% of non-spam corpus)
# Correctly spam:     497389  38.226%  (86.654% of spam corpus)
# False positives:      7531  0.579%  (1.036% of nonspam, 551238 weighted)
# False negatives:     76604  5.887%  (13.346% of spam, 128177 weighted)
# Average score for spam:  16.5    nonspam: -2.5
# Average for false-pos:   9.3  false-neg: 1.7
# TOTAL:              1301195  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  89739  98.96%
# Correctly spam:      62072  86.66%
# False positives:       941  1.04%
# False negatives:      9558  13.34%
# TCR(l=50): 1.265369  SpamRecall: 86.656%  SpamPrec: 98.507%

##### 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: 724747  99.66%
# Correctly spam:     317017  55.23%
# False positives:      2455  0.34%
# False negatives:    256976  44.77%
# TCR(l=50): 1.511598  SpamRecall: 55.230%  SpamPrec: 99.232%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90371  99.66%
# Correctly spam:      39695  55.42%
# False positives:       309  0.34%
# False negatives:     31935  44.58%
# TCR(l=50): 1.511660  SpamRecall: 55.417%  SpamPrec: 99.228%