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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162809  36.785%  (98.006% of non-spam corpus)
# Correctly spam:     254590  57.521%  (92.083% of spam corpus)
# False positives:      3312  0.748%  (1.994% of nonspam, 187533 weighted)
# False negatives:     21890  4.946%  (7.917% of spam,  54658 weighted)
# Average score for spam:  12.4    nonspam: -0.1
# Average for false-pos:   6.8  false-neg: 2.5
# TOTAL:              442601  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20507  98.05%
# Correctly spam:      31940  92.36%
# False positives:       407  1.95%
# False negatives:      2642  7.64%
# TCR(l=50): 1.504088  SpamRecall: 92.360%  SpamPrec: 98.742%

##### 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: 163990  98.72%
# Correctly spam:     182565  66.03%
# False positives:      2131  1.28%
# False negatives:     93915  33.97%
# TCR(l=50): 1.379193  SpamRecall: 66.032%  SpamPrec: 98.846%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20654  98.76%
# Correctly spam:      22885  66.18%
# False positives:       260  1.24%
# False negatives:     11697  33.82%
# TCR(l=50): 1.400251  SpamRecall: 66.176%  SpamPrec: 98.877%