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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179299  27.091%  (99.214% of non-spam corpus)
# Correctly spam:     395998  59.833%  (82.308% of spam corpus)
# False positives:      1421  0.215%  (0.786% of nonspam, 245210 weighted)
# False negatives:     85118  12.861%  (17.692% of spam, 223575 weighted)
# Average score for spam:  10.3    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              661836  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22527  99.25%
# Correctly spam:      49212  81.95%
# False positives:       170  0.75%
# False negatives:     10837  18.05%
# TCR(l=50): 3.105394  SpamRecall: 81.953%  SpamPrec: 99.656%

##### 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: 179683  99.43%
# Correctly spam:     230443  47.90%
# False positives:      1037  0.57%
# False negatives:    250673  52.10%
# TCR(l=50): 1.590345  SpamRecall: 47.898%  SpamPrec: 99.552%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22565  99.42%
# Correctly spam:      28713  47.82%
# False positives:       132  0.58%
# False negatives:     31336  52.18%
# TCR(l=50): 1.582903  SpamRecall: 47.816%  SpamPrec: 99.542%