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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124345  32.233%  (97.470% of non-spam corpus)
# Correctly spam:     201122  52.136%  (77.896% of spam corpus)
# False positives:      3228  0.837%  (2.530% of nonspam, 191016 weighted)
# False negatives:     57071  14.794%  (22.104% of spam, 176894 weighted)
# Average score for spam:  9.4    nonspam: 0.9
# Average for false-pos:   5.8  false-neg: 3.1
# TOTAL:              385766  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15547  97.08%
# Correctly spam:      25233  78.21%
# False positives:       468  2.92%
# False negatives:      7030  21.79%
# TCR(l=50): 1.060237  SpamRecall: 78.210%  SpamPrec: 98.179%

##### 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: 124043  97.23%
# Correctly spam:     133387  51.66%
# False positives:      3530  2.77%
# False negatives:    124806  48.34%
# TCR(l=50): 0.856913  SpamRecall: 51.662%  SpamPrec: 97.422%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15514  96.87%
# Correctly spam:      16705  51.78%
# False positives:       501  3.13%
# False negatives:     15558  48.22%
# TCR(l=50): 0.794499  SpamRecall: 51.778%  SpamPrec: 97.088%