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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145162  45.279%  (99.761% of non-spam corpus)
# Correctly spam:      72682  22.671%  (41.512% of spam corpus)
# False positives:       348  0.109%  (0.239% of nonspam,  24568 weighted)
# False negatives:    102405  31.942%  (58.488% of spam, 263093 weighted)
# Average score for spam:  5.9    nonspam: 0.4
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              320597  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18201  99.74%
# Correctly spam:       8858  40.25%
# False positives:        47  0.26%
# False negatives:     13147  59.75%
# TCR(l=50): 1.419952  SpamRecall: 40.254%  SpamPrec: 99.472%

##### 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: 145300  99.86%
# Correctly spam:      17373  9.92%
# False positives:       210  0.14%
# False negatives:    157714  90.08%
# TCR(l=50): 1.040859  SpamRecall: 9.922%  SpamPrec: 98.806%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18218  99.84%
# Correctly spam:       2126  9.66%
# False positives:        30  0.16%
# False negatives:     19879  90.34%
# TCR(l=50): 1.029281  SpamRecall: 9.661%  SpamPrec: 98.609%
