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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 122767  22.307%  (98.176% of non-spam corpus)
# Correctly spam:     372596  67.701%  (87.606% of spam corpus)
# False positives:      2281  0.414%  (1.824% of nonspam, 247653 weighted)
# False negatives:     52714  9.578%  (12.394% of spam, 141359 weighted)
# Average score for spam:  14.3    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              550358  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15410  98.25%
# Correctly spam:      46533  87.78%
# False positives:       274  1.75%
# False negatives:      6478  12.22%
# TCR(l=50): 2.627168  SpamRecall: 87.780%  SpamPrec: 99.415%

##### 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: 122731  98.15%
# Correctly spam:     153542  36.10%
# False positives:      2317  1.85%
# False negatives:    271768  63.90%
# TCR(l=50): 1.097240  SpamRecall: 36.101%  SpamPrec: 98.513%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15400  98.19%
# Correctly spam:      18886  35.63%
# False positives:       284  1.81%
# False negatives:     34125  64.37%
# TCR(l=50): 1.096968  SpamRecall: 35.627%  SpamPrec: 98.519%