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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126454  45.656%  (97.852% of non-spam corpus)
# Correctly spam:      97927  35.357%  (66.283% of spam corpus)
# False positives:      2776  1.002%  (2.148% of nonspam,  93338 weighted)
# False negatives:     49813  17.985%  (33.717% of spam, 145875 weighted)
# Average score for spam:  8.3    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.9
# TOTAL:              276970  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15857  97.70%
# Correctly spam:      12382  66.75%
# False positives:       373  2.30%
# False negatives:      6168  33.25%
# TCR(l=50): 0.747441  SpamRecall: 66.749%  SpamPrec: 97.076%

##### 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: 126118  97.59%
# Correctly spam:      55619  37.65%
# False positives:      3112  2.41%
# False negatives:     92121  62.35%
# TCR(l=50): 0.596397  SpamRecall: 37.647%  SpamPrec: 94.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15818  97.46%
# Correctly spam:       6927  37.34%
# False positives:       412  2.54%
# False negatives:     11623  62.66%
# TCR(l=50): 0.575676  SpamRecall: 37.342%  SpamPrec: 94.386%