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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 600556  52.869%  (99.602% of non-spam corpus)
# Correctly spam:     404510  35.610%  (75.896% of spam corpus)
# False positives:      2399  0.211%  (0.398% of nonspam,  60909 weighted)
# False negatives:    128468  11.309%  (24.104% of spam, 266430 weighted)
# Average score for spam:  9.5    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.1
# TOTAL:              1135933  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  74997  99.55%
# Correctly spam:      50349  75.63%
# False positives:       337  0.45%
# False negatives:     16224  24.37%
# TCR(l=50): 2.012850  SpamRecall: 75.630%  SpamPrec: 99.335%

##### 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: 591021  98.02%
# Correctly spam:     197590  37.07%
# False positives:     11934  1.98%
# False negatives:    335388  62.93%
# TCR(l=50): 0.571811  SpamRecall: 37.073%  SpamPrec: 94.304%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  73828  98.00%
# Correctly spam:      24461  36.74%
# False positives:      1506  2.00%
# False negatives:     42112  63.26%
# TCR(l=50): 0.567003  SpamRecall: 36.743%  SpamPrec: 94.200%
