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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155226  13.701%  (93.158% of non-spam corpus)
# Correctly spam:     593507  52.387%  (61.420% of spam corpus)
# False positives:     11401  1.006%  (6.842% of nonspam, 1916480 weighted)
# False negatives:    372804  32.906%  (38.580% of spam, 533066 weighted)
# Average score for spam:  6.5    nonspam: 1.0
# Average for false-pos:   5.8  false-neg: 1.4
# TOTAL:              1132938  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19517  93.00%
# Correctly spam:      73976  61.30%
# False positives:      1469  7.00%
# False negatives:     46702  38.70%
# TCR(l=50): 1.004378  SpamRecall: 61.300%  SpamPrec: 98.053%

##### 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: 164383  98.65%
# Correctly spam:     255067  26.40%
# False positives:      2244  1.35%
# False negatives:    711244  73.60%
# TCR(l=50): 1.173499  SpamRecall: 26.396%  SpamPrec: 99.128%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20708  98.68%
# Correctly spam:      31641  26.22%
# False positives:       278  1.32%
# False negatives:     89037  73.78%
# TCR(l=50): 1.172348  SpamRecall: 26.219%  SpamPrec: 99.129%