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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247040  45.322%  (99.569% of non-spam corpus)
# Correctly spam:     269766  49.492%  (90.841% of spam corpus)
# False positives:      1069  0.196%  (0.431% of nonspam, 110498 weighted)
# False negatives:     27200  4.990%  (9.159% of spam,  61176 weighted)
# Average score for spam:  17.4    nonspam: -2.6
# Average for false-pos:   8.6  false-neg: 2.2
# TOTAL:              545075  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30822  99.56%
# Correctly spam:      33706  91.00%
# False positives:       137  0.44%
# False negatives:      3334  9.00%
# TCR(l=50): 3.637078  SpamRecall: 90.999%  SpamPrec: 99.595%

##### 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: 246427  99.32%
# Correctly spam:     235140  79.18%
# False positives:      1682  0.68%
# False negatives:     61826  20.82%
# TCR(l=50): 2.035045  SpamRecall: 79.181%  SpamPrec: 99.290%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30719  99.22%
# Correctly spam:      29286  79.07%
# False positives:       240  0.78%
# False negatives:      7754  20.93%
# TCR(l=50): 1.875063  SpamRecall: 79.066%  SpamPrec: 99.187%