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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194175  28.594%  (95.578% of non-spam corpus)
# Correctly spam:     402909  59.332%  (84.659% of spam corpus)
# False positives:      8983  1.323%  (4.422% of nonspam, 654013 weighted)
# False negatives:     73013  10.752%  (15.341% of spam, 253212 weighted)
# Average score for spam:  9.8    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 3.5
# TOTAL:              679080  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24274  95.51%
# Correctly spam:      50228  84.58%
# False positives:      1140  4.49%
# False negatives:      9154  15.42%
# TCR(l=50): 0.897633  SpamRecall: 84.585%  SpamPrec: 97.781%

##### 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: 195392  96.18%
# Correctly spam:     170716  35.87%
# False positives:      7766  3.82%
# False negatives:    305206  64.13%
# TCR(l=50): 0.686255  SpamRecall: 35.871%  SpamPrec: 95.649%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24463  96.26%
# Correctly spam:      21282  35.84%
# False positives:       951  3.74%
# False negatives:     38100  64.16%
# TCR(l=50): 0.693310  SpamRecall: 35.839%  SpamPrec: 95.723%