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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 214977  36.199%  (97.859% of non-spam corpus)
# Correctly spam:     310998  52.367%  (83.110% of spam corpus)
# False positives:      4704  0.792%  (2.141% of nonspam, 667196 weighted)
# False negatives:     63203  10.642%  (16.890% of spam, 150012 weighted)
# Average score for spam:  10.2    nonspam: -0.5
# Average for false-pos:   8.3  false-neg: 2.4
# TOTAL:              593882  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26875  97.77%
# Correctly spam:      38892  83.44%
# False positives:       612  2.23%
# False negatives:      7718  16.56%
# TCR(l=50): 1.216400  SpamRecall: 83.441%  SpamPrec: 98.451%

##### 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: 216159  98.40%
# Correctly spam:     145890  38.99%
# False positives:      3522  1.60%
# False negatives:    228311  61.01%
# TCR(l=50): 0.925299  SpamRecall: 38.987%  SpamPrec: 97.643%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27049  98.41%
# Correctly spam:      18286  39.23%
# False positives:       438  1.59%
# False negatives:     28324  60.77%
# TCR(l=50): 0.928042  SpamRecall: 39.232%  SpamPrec: 97.661%