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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 136635  41.873%  (99.510% of non-spam corpus)
# Correctly spam:     116255  35.627%  (61.511% of spam corpus)
# False positives:       673  0.206%  (0.490% of nonspam,  53645 weighted)
# False negatives:     72744  22.293%  (38.489% of spam, 181244 weighted)
# Average score for spam:  8.8    nonspam: -0.1
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              326307  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17125  99.58%
# Correctly spam:      14654  61.78%
# False positives:        72  0.42%
# False negatives:      9065  38.22%
# TCR(l=50): 1.872799  SpamRecall: 61.782%  SpamPrec: 99.511%

##### 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: 136959  99.75%
# Correctly spam:      81833  43.30%
# False positives:       349  0.25%
# False negatives:    107166  56.70%
# TCR(l=50): 1.516651  SpamRecall: 43.298%  SpamPrec: 99.575%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17157  99.77%
# Correctly spam:      10225  43.11%
# False positives:        40  0.23%
# False negatives:     13494  56.89%
# TCR(l=50): 1.530851  SpamRecall: 43.109%  SpamPrec: 99.610%