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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 353816  48.607%  (99.243% of non-spam corpus)
# Correctly spam:     167579  23.022%  (45.122% of spam corpus)
# False positives:      2700  0.371%  (0.757% of nonspam,  87102 weighted)
# False negatives:    203811  28.000%  (54.878% of spam, 420179 weighted)
# Average score for spam:  5.0    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              727906  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44076  99.18%
# Correctly spam:      20886  45.16%
# False positives:       363  0.82%
# False negatives:     25365  54.84%
# TCR(l=50): 1.062875  SpamRecall: 45.158%  SpamPrec: 98.292%

##### 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: 349685  98.08%
# Correctly spam:     110151  29.66%
# False positives:      6831  1.92%
# False negatives:    261239  70.34%
# TCR(l=50): 0.616119  SpamRecall: 29.659%  SpamPrec: 94.161%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43575  98.06%
# Correctly spam:      13582  29.37%
# False positives:       864  1.94%
# False negatives:     32669  70.63%
# TCR(l=50): 0.609617  SpamRecall: 29.366%  SpamPrec: 94.019%
