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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240708  21.669%  (99.546% of non-spam corpus)
# Correctly spam:     626437  56.392%  (72.082% of spam corpus)
# False positives:      1099  0.099%  (0.454% of nonspam, 256099 weighted)
# False negatives:    242620  21.841%  (27.918% of spam, 240803 weighted)
# Average score for spam:  9.5    nonspam: -0.5
# Average for false-pos:   6.5  false-neg: 1.0
# TOTAL:              1110864  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30117  99.53%
# Correctly spam:      78160  72.05%
# False positives:       143  0.47%
# False negatives:     30321  27.95%
# TCR(l=50): 2.895066  SpamRecall: 72.049%  SpamPrec: 99.817%

##### 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: 241341  99.81%
# Correctly spam:     395016  45.45%
# False positives:       466  0.19%
# False negatives:    474041  54.55%
# TCR(l=50): 1.747407  SpamRecall: 45.453%  SpamPrec: 99.882%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30204  99.81%
# Correctly spam:      49316  45.46%
# False positives:        56  0.19%
# False negatives:     59165  54.54%
# TCR(l=50): 1.750682  SpamRecall: 45.460%  SpamPrec: 99.887%