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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171834  30.428%  (98.915% of non-spam corpus)
# Correctly spam:     262519  46.486%  (67.139% of spam corpus)
# False positives:      1884  0.334%  (1.085% of nonspam, 136779 weighted)
# False negatives:    128491  22.753%  (32.861% of spam, 355989 weighted)
# Average score for spam:  9.8    nonspam: 0.9
# Average for false-pos:   6.5  false-neg: 2.8
# TOTAL:              564728  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21602  98.95%
# Correctly spam:      33046  67.77%
# False positives:       230  1.05%
# False negatives:     15716  32.23%
# TCR(l=50): 1.791667  SpamRecall: 67.770%  SpamPrec: 99.309%

##### 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: 165427  95.23%
# Correctly spam:     166337  42.54%
# False positives:      8291  4.77%
# False negatives:    224673  57.46%
# TCR(l=50): 0.611696  SpamRecall: 42.540%  SpamPrec: 95.252%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20832  95.42%
# Correctly spam:      20679  42.41%
# False positives:      1000  4.58%
# False negatives:     28083  57.59%
# TCR(l=50): 0.624489  SpamRecall: 42.408%  SpamPrec: 95.387%