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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 318598  35.037%  (99.581% of non-spam corpus)
# Correctly spam:     481804  52.985%  (81.747% of spam corpus)
# False positives:      1342  0.148%  (0.419% of nonspam, 148731 weighted)
# False negatives:    107581  11.831%  (18.253% of spam, 340428 weighted)
# Average score for spam:  9.3    nonspam: 0.3
# Average for false-pos:   6.0  false-neg: 3.2
# TOTAL:              909325  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39702  99.62%
# Correctly spam:      60008  81.53%
# False positives:       153  0.38%
# False negatives:     13593  18.47%
# TCR(l=50): 3.464718  SpamRecall: 81.532%  SpamPrec: 99.746%

##### 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: 318716  99.62%
# Correctly spam:     304135  51.60%
# False positives:      1224  0.38%
# False negatives:    285250  48.40%
# TCR(l=50): 1.701212  SpamRecall: 51.602%  SpamPrec: 99.599%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39713  99.64%
# Correctly spam:      37965  51.58%
# False positives:       142  0.36%
# False negatives:     35636  48.42%
# TCR(l=50): 1.722225  SpamRecall: 51.582%  SpamPrec: 99.627%