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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 250575  25.803%  (97.812% of non-spam corpus)
# Correctly spam:     332139  34.202%  (46.458% of spam corpus)
# False positives:      5605  0.577%  (2.188% of nonspam, 455634 weighted)
# False negatives:    382780  39.417%  (53.542% of spam, 874682 weighted)
# Average score for spam:  5.0    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              971099  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31274  97.75%
# Correctly spam:      41617  46.65%
# False positives:       719  2.25%
# False negatives:     47585  53.35%
# TCR(l=50): 1.067840  SpamRecall: 46.655%  SpamPrec: 98.302%

##### 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: 250953  97.96%
# Correctly spam:     279546  39.10%
# False positives:      5227  2.04%
# False negatives:    435373  60.90%
# TCR(l=50): 1.026117  SpamRecall: 39.102%  SpamPrec: 98.165%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31365  98.04%
# Correctly spam:      34903  39.13%
# False positives:       628  1.96%
# False negatives:     54299  60.87%
# TCR(l=50): 1.040876  SpamRecall: 39.128%  SpamPrec: 98.233%