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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 207963  32.542%  (98.673% of non-spam corpus)
# Correctly spam:     309895  48.493%  (72.355% of spam corpus)
# False positives:      2796  0.438%  (1.327% of nonspam, 206785 weighted)
# False negatives:    118401  18.528%  (27.645% of spam, 292347 weighted)
# Average score for spam:  8.4    nonspam: 0.9
# Average for false-pos:   7.3  false-neg: 2.5
# TOTAL:              639055  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26042  98.69%
# Correctly spam:      38393  71.92%
# False positives:       345  1.31%
# False negatives:     14992  28.08%
# TCR(l=50): 1.655760  SpamRecall: 71.917%  SpamPrec: 99.109%

##### 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: 203040  96.34%
# Correctly spam:     176229  41.15%
# False positives:      7719  3.66%
# False negatives:    252067  58.85%
# TCR(l=50): 0.671292  SpamRecall: 41.147%  SpamPrec: 95.804%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25443  96.42%
# Correctly spam:      21956  41.13%
# False positives:       944  3.58%
# False negatives:     31429  58.87%
# TCR(l=50): 0.678948  SpamRecall: 41.128%  SpamPrec: 95.878%