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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 301746  77.063%  (99.483% of non-spam corpus)
# Correctly spam:      57212  14.611%  (64.832% of spam corpus)
# False positives:      1567  0.400%  (0.517% of nonspam,  14670 weighted)
# False negatives:     31035  7.926%  (35.168% of spam,  40447 weighted)
# Average score for spam:  9.0    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 1.3
# TOTAL:              391560  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37642  99.43%
# Correctly spam:       7277  65.18%
# False positives:       217  0.57%
# False negatives:      3887  34.82%
# TCR(l=50): 0.757549  SpamRecall: 65.183%  SpamPrec: 97.104%

##### 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: 296408  97.72%
# Correctly spam:      43479  49.27%
# False positives:      6905  2.28%
# False negatives:     44768  50.73%
# TCR(l=50): 0.226264  SpamRecall: 49.270%  SpamPrec: 86.295%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36987  97.70%
# Correctly spam:       5540  49.62%
# False positives:       872  2.30%
# False negatives:      5624  50.38%
# TCR(l=50): 0.226800  SpamRecall: 49.624%  SpamPrec: 86.400%