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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 116897  46.992%  (97.416% of non-spam corpus)
# Correctly spam:      88841  35.714%  (68.996% of spam corpus)
# False positives:      3101  1.247%  (2.584% of nonspam,  97764 weighted)
# False negatives:     39921  16.048%  (31.004% of spam, 107893 weighted)
# Average score for spam:  8.6    nonspam: 1.0
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              248760  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14681  97.37%
# Correctly spam:      11245  69.53%
# False positives:       397  2.63%
# False negatives:      4929  30.47%
# TCR(l=50): 0.652730  SpamRecall: 69.525%  SpamPrec: 96.590%

##### 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: 116536  97.11%
# Correctly spam:      57507  44.66%
# False positives:      3462  2.89%
# False negatives:     71255  55.34%
# TCR(l=50): 0.526946  SpamRecall: 44.661%  SpamPrec: 94.322%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14637  97.08%
# Correctly spam:       7255  44.86%
# False positives:       441  2.92%
# False negatives:      8919  55.14%
# TCR(l=50): 0.522264  SpamRecall: 44.856%  SpamPrec: 94.270%