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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160429  35.675%  (98.063% of non-spam corpus)
# Correctly spam:     259698  57.750%  (90.773% of spam corpus)
# False positives:      3169  0.705%  (1.937% of nonspam, 188884 weighted)
# False negatives:     26399  5.870%  (9.227% of spam,  62416 weighted)
# Average score for spam:  12.6    nonspam: -0.1
# Average for false-pos:   6.8  false-neg: 2.4
# TOTAL:              449695  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20229  98.10%
# Correctly spam:      32430  90.66%
# False positives:       391  1.90%
# False negatives:      3342  9.34%
# TCR(l=50): 1.562642  SpamRecall: 90.657%  SpamPrec: 98.809%

##### 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: 161581  98.77%
# Correctly spam:     190346  66.53%
# False positives:      2017  1.23%
# False negatives:     95751  33.47%
# TCR(l=50): 1.455216  SpamRecall: 66.532%  SpamPrec: 98.951%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20348  98.68%
# Correctly spam:      23806  66.55%
# False positives:       272  1.32%
# False negatives:     11966  33.45%
# TCR(l=50): 1.399202  SpamRecall: 66.549%  SpamPrec: 98.870%