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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167536  40.518%  (97.051% of non-spam corpus)
# Correctly spam:     179583  43.432%  (74.561% of spam corpus)
# False positives:      5091  1.231%  (2.949% of nonspam, 214222 weighted)
# False negatives:     61272  14.819%  (25.439% of spam, 157002 weighted)
# Average score for spam:  10.7    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              413482  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21055  96.97%
# Correctly spam:      22566  74.88%
# False positives:       659  3.03%
# False negatives:      7571  25.12%
# TCR(l=50): 0.743738  SpamRecall: 74.878%  SpamPrec: 97.163%

##### 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: 167826  97.22%
# Correctly spam:      82650  34.32%
# False positives:      4801  2.78%
# False negatives:    158205  65.68%
# TCR(l=50): 0.604776  SpamRecall: 34.315%  SpamPrec: 94.510%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21106  97.20%
# Correctly spam:      10478  34.77%
# False positives:       608  2.80%
# False negatives:     19659  65.23%
# TCR(l=50): 0.602030  SpamRecall: 34.768%  SpamPrec: 94.516%