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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179123  29.937%  (99.648% of non-spam corpus)
# Correctly spam:     415220  69.395%  (99.196% of spam corpus)
# False positives:       633  0.106%  (0.352% of nonspam,  90516 weighted)
# False negatives:      3364  0.562%  (0.804% of spam,  10984 weighted)
# Average score for spam:  22.1    nonspam: -1.0
# Average for false-pos:   6.1  false-neg: 3.3
# TOTAL:              598340  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22499  99.68%
# Correctly spam:      51753  99.23%
# False positives:        72  0.32%
# False negatives:       402  0.77%
# TCR(l=50): 13.032234  SpamRecall: 99.229%  SpamPrec: 99.861%

##### 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: 179525  99.87%
# Correctly spam:     398337  95.16%
# False positives:       231  0.13%
# False negatives:     20247  4.84%
# TCR(l=50): 13.164261  SpamRecall: 95.163%  SpamPrec: 99.942%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22559  99.95%
# Correctly spam:      49703  95.30%
# False positives:        12  0.05%
# False negatives:      2452  4.70%
# TCR(l=50): 17.088794  SpamRecall: 95.299%  SpamPrec: 99.976%