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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 335705  53.828%  (96.162% of non-spam corpus)
# Correctly spam:      98799  15.842%  (35.985% of spam corpus)
# False positives:     13397  2.148%  (3.838% of nonspam, 315189 weighted)
# False negatives:    175758  28.182%  (64.015% of spam, 380579 weighted)
# Average score for spam:  4.5    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              623659  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41742  95.93%
# Correctly spam:      12262  35.72%
# False positives:      1770  4.07%
# False negatives:     22066  64.28%
# TCR(l=50): 0.310475  SpamRecall: 35.720%  SpamPrec: 87.386%

##### 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: 336115  96.28%
# Correctly spam:      67743  24.67%
# False positives:     12987  3.72%
# False negatives:    206814  75.33%
# TCR(l=50): 0.320683  SpamRecall: 24.674%  SpamPrec: 83.913%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41843  96.16%
# Correctly spam:       8436  24.57%
# False positives:      1669  3.84%
# False negatives:     25892  75.43%
# TCR(l=50): 0.313951  SpamRecall: 24.575%  SpamPrec: 83.483%