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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 768123  43.705%  (98.007% of non-spam corpus)
# Correctly spam:     897496  51.067%  (92.169% of spam corpus)
# False positives:     15621  0.889%  (1.993% of nonspam, 1384886 weighted)
# False negatives:     76258  4.339%  (7.831% of spam, 141114 weighted)
# Average score for spam:  16.2    nonspam: -2.5
# Average for false-pos:   7.1  false-neg: 1.9
# TOTAL:              1757498  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95600  97.88%
# Correctly spam:     112038  92.15%
# False positives:      2075  2.12%
# False negatives:      9543  7.85%
# TCR(l=50): 1.073155  SpamRecall: 92.151%  SpamPrec: 98.182%

##### 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: 780634  99.60%
# Correctly spam:     722823  74.23%
# False positives:      3110  0.40%
# False negatives:    250931  25.77%
# TCR(l=50): 2.395865  SpamRecall: 74.231%  SpamPrec: 99.572%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97304  99.62%
# Correctly spam:      90116  74.12%
# False positives:       371  0.38%
# False negatives:     31465  25.88%
# TCR(l=50): 2.430891  SpamRecall: 74.120%  SpamPrec: 99.590%