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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297923  47.176%  (95.734% of non-spam corpus)
# Correctly spam:     233453  36.967%  (72.882% of spam corpus)
# False positives:     13275  2.102%  (4.266% of nonspam, 1456156 weighted)
# False negatives:     86864  13.755%  (27.118% of spam, 233546 weighted)
# Average score for spam:  9.3    nonspam: 0.0
# Average for false-pos:   10.7  false-neg: 2.7
# TOTAL:              631515  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37106  95.58%
# Correctly spam:      29148  73.05%
# False positives:      1715  4.42%
# False negatives:     10756  26.95%
# TCR(l=50): 0.413487  SpamRecall: 73.045%  SpamPrec: 94.443%

##### 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: 303864  97.64%
# Correctly spam:      79571  24.84%
# False positives:      7334  2.36%
# False negatives:    240746  75.16%
# TCR(l=50): 0.527318  SpamRecall: 24.841%  SpamPrec: 91.561%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37873  97.56%
# Correctly spam:      10121  25.36%
# False positives:       948  2.44%
# False negatives:     29783  74.64%
# TCR(l=50): 0.517005  SpamRecall: 25.363%  SpamPrec: 91.436%
