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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160373  50.641%  (99.626% of non-spam corpus)
# Correctly spam:     132220  41.751%  (84.914% of spam corpus)
# False positives:       602  0.190%  (0.374% of nonspam,  35316 weighted)
# False negatives:     23491  7.418%  (15.086% of spam,  54378 weighted)
# Average score for spam:  16.6    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              316686  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20210  99.61%
# Correctly spam:      16660  85.06%
# False positives:        79  0.39%
# False negatives:      2926  14.94%
# TCR(l=50): 2.848458  SpamRecall: 85.061%  SpamPrec: 99.528%

##### 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: 160257  99.55%
# Correctly spam:      81833  52.55%
# False positives:       718  0.45%
# False negatives:     73878  47.45%
# TCR(l=50): 1.418417  SpamRecall: 52.554%  SpamPrec: 99.130%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20208  99.60%
# Correctly spam:      10494  53.58%
# False positives:        81  0.40%
# False negatives:      9092  46.42%
# TCR(l=50): 1.490336  SpamRecall: 53.579%  SpamPrec: 99.234%