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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251036  47.279%  (99.550% of non-spam corpus)
# Correctly spam:     234750  44.212%  (84.202% of spam corpus)
# False positives:      1135  0.214%  (0.450% of nonspam, 105826 weighted)
# False negatives:     44043  8.295%  (15.798% of spam,  89786 weighted)
# Average score for spam:  16.1    nonspam: -1.0
# Average for false-pos:   8.4  false-neg: 2.0
# TOTAL:              530964  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31361  99.62%
# Correctly spam:      29344  84.14%
# False positives:       120  0.38%
# False negatives:      5531  15.86%
# TCR(l=50): 3.024456  SpamRecall: 84.141%  SpamPrec: 99.593%

##### 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: 250547  99.36%
# Correctly spam:     193504  69.41%
# False positives:      1624  0.64%
# False negatives:     85289  30.59%
# TCR(l=50): 1.674543  SpamRecall: 69.408%  SpamPrec: 99.168%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31306  99.44%
# Correctly spam:      24143  69.23%
# False positives:       175  0.56%
# False negatives:     10732  30.77%
# TCR(l=50): 1.790114  SpamRecall: 69.227%  SpamPrec: 99.280%