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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157844  50.831%  (97.513% of non-spam corpus)
# Correctly spam:      81517  26.251%  (54.836% of spam corpus)
# False positives:      4025  1.296%  (2.487% of nonspam, 111958 weighted)
# False negatives:     67140  21.621%  (45.164% of spam, 169138 weighted)
# Average score for spam:  8.9    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              310526  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19903  97.52%
# Correctly spam:      10240  54.91%
# False positives:       507  2.48%
# False negatives:      8409  45.09%
# TCR(l=50): 0.552416  SpamRecall: 54.909%  SpamPrec: 95.282%

##### 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: 158411  97.86%
# Correctly spam:      44282  29.79%
# False positives:      3458  2.14%
# False negatives:    104375  70.21%
# TCR(l=50): 0.536136  SpamRecall: 29.788%  SpamPrec: 92.757%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19982  97.90%
# Correctly spam:       5593  29.99%
# False positives:       428  2.10%
# False negatives:     13056  70.01%
# TCR(l=50): 0.541241  SpamRecall: 29.991%  SpamPrec: 92.892%