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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 258436  19.840%  (97.462% of non-spam corpus)
# Correctly spam:     773797  59.403%  (74.585% of spam corpus)
# False positives:      6730  0.517%  (2.538% of nonspam, 758155 weighted)
# False negatives:    263670  20.241%  (25.415% of spam, 751065 weighted)
# Average score for spam:  7.7    nonspam: 1.0
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              1302633  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32282  97.31%
# Correctly spam:      96976  74.88%
# False positives:       891  2.69%
# False negatives:     32529  25.12%
# TCR(l=50): 1.680159  SpamRecall: 74.882%  SpamPrec: 99.090%

##### 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: 258382  97.44%
# Correctly spam:     557562  53.74%
# False positives:      6784  2.56%
# False negatives:    479905  46.26%
# TCR(l=50): 1.266586  SpamRecall: 53.743%  SpamPrec: 98.798%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32343  97.50%
# Correctly spam:      69855  53.94%
# False positives:       830  2.50%
# False negatives:     59650  46.06%
# TCR(l=50): 1.280326  SpamRecall: 53.940%  SpamPrec: 98.826%