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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 278730  37.877%  (99.445% of non-spam corpus)
# Correctly spam:     404624  54.985%  (88.813% of spam corpus)
# False positives:      1556  0.211%  (0.555% of nonspam, 218431 weighted)
# False negatives:     50965  6.926%  (11.187% of spam, 110543 weighted)
# Average score for spam:  15.9    nonspam: -2.5
# Average for false-pos:   8.6  false-neg: 2.2
# TOTAL:              735875  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34890  99.50%
# Correctly spam:      50530  88.97%
# False positives:       174  0.50%
# False negatives:      6262  11.03%
# TCR(l=50): 3.795749  SpamRecall: 88.974%  SpamPrec: 99.657%

##### 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: 278479  99.36%
# Correctly spam:     316175  69.40%
# False positives:      1807  0.64%
# False negatives:    139414  30.60%
# TCR(l=50): 1.982856  SpamRecall: 69.399%  SpamPrec: 99.432%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34839  99.36%
# Correctly spam:      39604  69.74%
# False positives:       225  0.64%
# False negatives:     17188  30.26%
# TCR(l=50): 1.997046  SpamRecall: 69.735%  SpamPrec: 99.435%