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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131976  35.637%  (99.407% of non-spam corpus)
# Correctly spam:     202065  54.562%  (85.053% of spam corpus)
# False positives:       787  0.213%  (0.593% of nonspam,  87854 weighted)
# False negatives:     35509  9.588%  (14.947% of spam,  86059 weighted)
# Average score for spam:  14.6    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              370337  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16556  99.41%
# Correctly spam:      25231  84.91%
# False positives:        98  0.59%
# False negatives:      4483  15.09%
# TCR(l=50): 3.166791  SpamRecall: 84.913%  SpamPrec: 99.613%

##### 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: 132346  99.69%
# Correctly spam:     119894  50.47%
# False positives:       417  0.31%
# False negatives:    117680  49.53%
# TCR(l=50): 1.714964  SpamRecall: 50.466%  SpamPrec: 99.653%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16603  99.69%
# Correctly spam:      14999  50.48%
# False positives:        51  0.31%
# False negatives:     14715  49.52%
# TCR(l=50): 1.721054  SpamRecall: 50.478%  SpamPrec: 99.661%