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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156933  53.168%  (97.737% of non-spam corpus)
# Correctly spam:      77510  26.260%  (57.585% of spam corpus)
# False positives:      3634  1.231%  (2.263% of nonspam,  91034 weighted)
# False negatives:     57090  19.342%  (42.415% of spam, 132677 weighted)
# Average score for spam:  7.8    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              295167  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19762  97.67%
# Correctly spam:       9802  58.13%
# False positives:       472  2.33%
# False negatives:      7059  41.87%
# TCR(l=50): 0.549953  SpamRecall: 58.134%  SpamPrec: 95.406%

##### 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: 157181  97.89%
# Correctly spam:      42018  31.22%
# False positives:      3386  2.11%
# False negatives:     92582  68.78%
# TCR(l=50): 0.513972  SpamRecall: 31.217%  SpamPrec: 92.543%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19785  97.78%
# Correctly spam:       5237  31.06%
# False positives:       449  2.22%
# False negatives:     11624  68.94%
# TCR(l=50): 0.494835  SpamRecall: 31.060%  SpamPrec: 92.103%