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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251918  25.780%  (95.589% of non-spam corpus)
# Correctly spam:     573639  58.703%  (80.382% of spam corpus)
# False positives:     11626  1.190%  (4.411% of nonspam, 921839 weighted)
# False negatives:    140003  14.327%  (19.618% of spam, 432461 weighted)
# Average score for spam:  9.9    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              977186  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31368  95.18%
# Correctly spam:      71503  80.30%
# False positives:      1590  4.82%
# False negatives:     17537  19.70%
# TCR(l=50): 0.917588  SpamRecall: 80.304%  SpamPrec: 97.825%

##### 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: 251462  95.42%
# Correctly spam:     422744  59.24%
# False positives:     12082  4.58%
# False negatives:    290898  40.76%
# TCR(l=50): 0.797367  SpamRecall: 59.238%  SpamPrec: 97.221%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31439  95.39%
# Correctly spam:      52768  59.26%
# False positives:      1519  4.61%
# False negatives:     36272  40.74%
# TCR(l=50): 0.793427  SpamRecall: 59.263%  SpamPrec: 97.202%