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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 288625  21.367%  (99.603% of non-spam corpus)
# Correctly spam:     741830  54.919%  (69.918% of spam corpus)
# False positives:      1151  0.085%  (0.397% of nonspam, 270088 weighted)
# False negatives:    319168  23.629%  (30.082% of spam, 778357 weighted)
# Average score for spam:  9.6    nonspam: -0.9
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              1350774  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36036  99.50%
# Correctly spam:      92452  69.80%
# False positives:       180  0.50%
# False negatives:     39997  30.20%
# TCR(l=50): 2.703206  SpamRecall: 69.802%  SpamPrec: 99.806%

##### 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: 288281  99.48%
# Correctly spam:     494501  46.61%
# False positives:      1495  0.52%
# False negatives:    566497  53.39%
# TCR(l=50): 1.654586  SpamRecall: 46.607%  SpamPrec: 99.699%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36005  99.42%
# Correctly spam:      61404  46.36%
# False positives:       211  0.58%
# False negatives:     71045  53.64%
# TCR(l=50): 1.623249  SpamRecall: 46.360%  SpamPrec: 99.658%