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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 208559  33.939%  (97.578% of non-spam corpus)
# Correctly spam:     333142  54.212%  (83.124% of spam corpus)
# False positives:      5177  0.842%  (2.422% of nonspam, 938929 weighted)
# False negatives:     67637  11.007%  (16.876% of spam, 183736 weighted)
# Average score for spam:  10.8    nonspam: -0.7
# Average for false-pos:   9.7  false-neg: 2.7
# TOTAL:              614515  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26071  97.43%
# Correctly spam:      41624  83.27%
# False positives:       689  2.57%
# False negatives:      8360  16.73%
# TCR(l=50): 1.167578  SpamRecall: 83.275%  SpamPrec: 98.372%

##### 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: 210450  98.46%
# Correctly spam:     161495  40.30%
# False positives:      3286  1.54%
# False negatives:    239284  59.70%
# TCR(l=50): 0.993050  SpamRecall: 40.295%  SpamPrec: 98.006%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26337  98.42%
# Correctly spam:      20176  40.36%
# False positives:       423  1.58%
# False negatives:     29808  59.64%
# TCR(l=50): 0.980886  SpamRecall: 40.365%  SpamPrec: 97.947%