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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 891023  35.063%  (98.953% of non-spam corpus)
# Correctly spam:     1346382  52.982%  (82.058% of spam corpus)
# False positives:      9428  0.371%  (1.047% of nonspam, 1424763 weighted)
# False negatives:    294384  11.584%  (17.942% of spam, 1035400 weighted)
# Average score for spam:  8.3    nonspam: -1.9
# Average for false-pos:   8.3  false-neg: 3.5
# TOTAL:              2541217  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110333  98.15%
# Correctly spam:     168257  82.06%
# False positives:      2082  1.85%
# False negatives:     36783  17.94%
# TCR(l=50): 1.455392  SpamRecall: 82.061%  SpamPrec: 98.778%

##### 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: 895977  99.50%
# Correctly spam:     1107143  67.48%
# False positives:      4474  0.50%
# False negatives:    533623  32.52%
# TCR(l=50): 2.166534  SpamRecall: 67.477%  SpamPrec: 99.598%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111851  99.50%
# Correctly spam:     138263  67.43%
# False positives:       564  0.50%
# False negatives:     66777  32.57%
# TCR(l=50): 2.158838  SpamRecall: 67.432%  SpamPrec: 99.594%