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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297915  47.175%  (95.732% of non-spam corpus)
# Correctly spam:     233617  36.993%  (72.933% of spam corpus)
# False positives:     13283  2.103%  (4.268% of nonspam, 1456239 weighted)
# False negatives:     86700  13.729%  (27.067% of spam, 232646 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:  37109  95.59%
# Correctly spam:      29172  73.11%
# False positives:      1712  4.41%
# False negatives:     10732  26.89%
# TCR(l=50): 0.414234  SpamRecall: 73.105%  SpamPrec: 94.457%

##### 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%
