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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 238500  22.180%  (97.851% of non-spam corpus)
# Correctly spam:     451925  42.029%  (54.348% of spam corpus)
# False positives:      5239  0.487%  (2.149% of nonspam, 525833 weighted)
# False negatives:    379609  35.304%  (45.652% of spam, 853611 weighted)
# Average score for spam:  5.8    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1075273  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29800  97.78%
# Correctly spam:      56291  54.31%
# False positives:       678  2.22%
# False negatives:     47364  45.69%
# TCR(l=50): 1.275534  SpamRecall: 54.306%  SpamPrec: 98.810%

##### 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: 238888  98.01%
# Correctly spam:     344602  41.44%
# False positives:      4851  1.99%
# False negatives:    486932  58.56%
# TCR(l=50): 1.139897  SpamRecall: 41.442%  SpamPrec: 98.612%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29893  98.08%
# Correctly spam:      42925  41.41%
# False positives:       585  1.92%
# False negatives:     60730  58.59%
# TCR(l=50): 1.151978  SpamRecall: 41.411%  SpamPrec: 98.655%