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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181781  41.053%  (95.634% of non-spam corpus)
# Correctly spam:     179286  40.490%  (70.944% of spam corpus)
# False positives:      8298  1.874%  (4.366% of nonspam, 348573 weighted)
# False negatives:     73430  16.583%  (29.056% of spam, 171553 weighted)
# Average score for spam:  10.2    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              442795  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22855  95.82%
# Correctly spam:      22404  71.04%
# False positives:       996  4.18%
# False negatives:      9133  28.96%
# TCR(l=50): 0.535133  SpamRecall: 71.040%  SpamPrec: 95.744%

##### 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: 183737  96.66%
# Correctly spam:     120724  47.77%
# False positives:      6342  3.34%
# False negatives:    131992  52.23%
# TCR(l=50): 0.562727  SpamRecall: 47.771%  SpamPrec: 95.009%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23104  96.87%
# Correctly spam:      15076  47.80%
# False positives:       747  3.13%
# False negatives:     16461  52.20%
# TCR(l=50): 0.586070  SpamRecall: 47.804%  SpamPrec: 95.279%