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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166557  41.138%  (99.181% of non-spam corpus)
# Correctly spam:     154802  38.234%  (65.332% of spam corpus)
# False positives:      1375  0.340%  (0.819% of nonspam, 122755 weighted)
# False negatives:     82144  20.289%  (34.668% of spam, 202979 weighted)
# Average score for spam:  10.3    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              404878  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20970  99.17%
# Correctly spam:      19412  65.49%
# False positives:       175  0.83%
# False negatives:     10229  34.51%
# TCR(l=50): 1.561779  SpamRecall: 65.490%  SpamPrec: 99.107%

##### 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: 167342  99.65%
# Correctly spam:     109215  46.09%
# False positives:       590  0.35%
# False negatives:    127731  53.91%
# TCR(l=50): 1.506993  SpamRecall: 46.093%  SpamPrec: 99.463%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21076  99.67%
# Correctly spam:      13566  45.77%
# False positives:        69  0.33%
# False negatives:     16075  54.23%
# TCR(l=50): 1.518105  SpamRecall: 45.768%  SpamPrec: 99.494%