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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 212161  28.506%  (99.601% of non-spam corpus)
# Correctly spam:     415978  55.891%  (78.300% of spam corpus)
# False positives:       850  0.114%  (0.399% of nonspam,  67898 weighted)
# False negatives:    115282  15.489%  (21.700% of spam, 220462 weighted)
# Average score for spam:  14.4    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              744271  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26541  99.53%
# Correctly spam:      52010  78.37%
# False positives:       124  0.47%
# False negatives:     14353  21.63%
# TCR(l=50): 3.228872  SpamRecall: 78.372%  SpamPrec: 99.762%

##### 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: 203288  95.44%
# Correctly spam:     254944  47.99%
# False positives:      9723  4.56%
# False negatives:    276316  52.01%
# TCR(l=50): 0.696765  SpamRecall: 47.989%  SpamPrec: 96.326%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25445  95.42%
# Correctly spam:      31733  47.82%
# False positives:      1220  4.58%
# False negatives:     34630  52.18%
# TCR(l=50): 0.693956  SpamRecall: 47.817%  SpamPrec: 96.298%
