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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 640138  43.093%  (99.878% of non-spam corpus)
# Correctly spam:     782738  52.693%  (92.681% of spam corpus)
# False positives:       785  0.053%  (0.122% of nonspam,  63512 weighted)
# False negatives:     61816  4.161%  (7.319% of spam, 112231 weighted)
# Average score for spam:  16.6    nonspam: -2.2
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              1485477  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79534  99.44%
# Correctly spam:      97526  92.64%
# False positives:       451  0.56%
# False negatives:      7749  7.36%
# TCR(l=50): 3.474537  SpamRecall: 92.639%  SpamPrec: 99.540%

##### 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: 638858  99.68%
# Correctly spam:     568847  67.35%
# False positives:      2065  0.32%
# False negatives:    275707  32.65%
# TCR(l=50): 2.228628  SpamRecall: 67.355%  SpamPrec: 99.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79720  99.67%
# Correctly spam:      70936  67.38%
# False positives:       265  0.33%
# False negatives:     34339  32.62%
# TCR(l=50): 2.212171  SpamRecall: 67.382%  SpamPrec: 99.628%