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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127747  24.359%  (99.318% of non-spam corpus)
# Correctly spam:     242459  46.232%  (61.255% of spam corpus)
# False positives:       877  0.167%  (0.682% of nonspam, 202276 weighted)
# False negatives:    153360  29.242%  (38.745% of spam, 442167 weighted)
# Average score for spam:  8.8    nonspam: -0.4
# Average for false-pos:   7.5  false-neg: 2.9
# TOTAL:              524443  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15970  98.85%
# Correctly spam:      30460  61.69%
# False positives:       185  1.15%
# False negatives:     18916  38.31%
# TCR(l=50): 1.753036  SpamRecall: 61.690%  SpamPrec: 99.396%

##### 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: 128112  99.60%
# Correctly spam:     146207  36.94%
# False positives:       512  0.40%
# False negatives:    249612  63.06%
# TCR(l=50): 1.438233  SpamRecall: 36.938%  SpamPrec: 99.651%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16096  99.63%
# Correctly spam:      18308  37.08%
# False positives:        59  0.37%
# False negatives:     31068  62.92%
# TCR(l=50): 1.451467  SpamRecall: 37.079%  SpamPrec: 99.679%