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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297919  47.175%  (95.733% of non-spam corpus)
# Correctly spam:     233622  36.994%  (72.935% of spam corpus)
# False positives:     13279  2.103%  (4.267% of nonspam, 1456090 weighted)
# False negatives:     86695  13.728%  (27.065% of spam, 232708 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:  37112  95.60%
# Correctly spam:      29176  73.12%
# False positives:      1709  4.40%
# False negatives:     10728  26.88%
# TCR(l=50): 0.414897  SpamRecall: 73.115%  SpamPrec: 94.467%

##### 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%