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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 239549  36.066%  (99.175% of non-spam corpus)
# Correctly spam:     212904  32.054%  (50.373% of spam corpus)
# False positives:      1993  0.300%  (0.825% of nonspam, 107358 weighted)
# False negatives:    209749  31.579%  (49.627% of spam, 443661 weighted)
# Average score for spam:  5.6    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              664195  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29955  99.11%
# Correctly spam:      26697  50.71%
# False positives:       270  0.89%
# False negatives:     25951  49.29%
# TCR(l=50): 1.334516  SpamRecall: 50.708%  SpamPrec: 98.999%

##### 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: 235141  97.35%
# Correctly spam:     104804  24.80%
# False positives:      6401  2.65%
# False negatives:    317849  75.20%
# TCR(l=50): 0.662570  SpamRecall: 24.797%  SpamPrec: 94.244%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29389  97.23%
# Correctly spam:      13153  24.98%
# False positives:       836  2.77%
# False negatives:     39495  75.02%
# TCR(l=50): 0.647617  SpamRecall: 24.983%  SpamPrec: 94.024%
