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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 117520  18.247%  (97.976% of non-spam corpus)
# Correctly spam:     381457  59.226%  (72.781% of spam corpus)
# False positives:      2428  0.377%  (2.024% of nonspam, 319720 weighted)
# False negatives:    142660  22.150%  (27.219% of spam, 402128 weighted)
# Average score for spam:  8.6    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.8
# TOTAL:              644065  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14754  97.90%
# Correctly spam:      43606  66.64%
# False positives:       317  2.10%
# False negatives:     21833  33.36%
# TCR(l=50): 1.736566  SpamRecall: 66.636%  SpamPrec: 99.278%

##### 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: 116820  97.39%
# Correctly spam:     173094  33.03%
# False positives:      3128  2.61%
# False negatives:    351023  66.97%
# TCR(l=50): 1.032900  SpamRecall: 33.026%  SpamPrec: 98.225%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14669  97.33%
# Correctly spam:      21525  32.89%
# False positives:       402  2.67%
# False negatives:     43914  67.11%
# TCR(l=50): 1.022261  SpamRecall: 32.893%  SpamPrec: 98.167%