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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162512  56.178%  (98.065% of non-spam corpus)
# Correctly spam:     117782  40.715%  (95.322% of spam corpus)
# False positives:      3207  1.109%  (1.935% of nonspam,  78604 weighted)
# False negatives:      5780  1.998%  (4.678% of spam,  15528 weighted)
# Average score for spam:  18.7    nonspam: 0.4
# Average for false-pos:   6.6  false-neg: 2.7
# TOTAL:              289281  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20445  97.96%
# Correctly spam:      14837  95.67%
# False positives:       425  2.04%
# False negatives:       672  4.33%
# TCR(l=50): 0.707463  SpamRecall: 95.667%  SpamPrec: 97.215%

##### 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: 164073  99.01%
# Correctly spam:      74525  60.31%
# False positives:      1646  0.99%
# False negatives:     49037  39.69%
# TCR(l=50): 0.940801  SpamRecall: 60.314%  SpamPrec: 97.839%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20665  99.02%
# Correctly spam:       9368  60.40%
# False positives:       205  0.98%
# False negatives:      6141  39.60%
# TCR(l=50): 0.946190  SpamRecall: 60.404%  SpamPrec: 97.859%