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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 276058  31.009%  (99.700% of non-spam corpus)
# Correctly spam:     478167  53.712%  (77.959% of spam corpus)
# False positives:       832  0.093%  (0.300% of nonspam,  57712 weighted)
# False negatives:    135187  15.185%  (22.041% of spam, 265915 weighted)
# Average score for spam:  13.0    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.0
# TOTAL:              890244  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34532  99.73%
# Correctly spam:      59717  77.94%
# False positives:        92  0.27%
# False negatives:     16904  22.06%
# TCR(l=50): 3.563105  SpamRecall: 77.938%  SpamPrec: 99.846%

##### 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: 266682  96.31%
# Correctly spam:     277144  45.18%
# False positives:     10208  3.69%
# False negatives:    336210  54.82%
# TCR(l=50): 0.724482  SpamRecall: 45.185%  SpamPrec: 96.448%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33396  96.45%
# Correctly spam:      34972  45.64%
# False positives:      1228  3.55%
# False negatives:     41649  54.36%
# TCR(l=50): 0.743539  SpamRecall: 45.643%  SpamPrec: 96.608%