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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197086  38.805%  (99.196% of non-spam corpus)
# Correctly spam:     252642  49.744%  (81.708% of spam corpus)
# False positives:      1597  0.314%  (0.804% of nonspam, 181826 weighted)
# False negatives:     56560  11.136%  (18.292% of spam, 120269 weighted)
# Average score for spam:  11.4    nonspam: -0.3
# Average for false-pos:   7.3  false-neg: 2.1
# TOTAL:              507885  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24626  99.18%
# Correctly spam:      31295  81.12%
# False positives:       203  0.82%
# False negatives:      7285  18.88%
# TCR(l=50): 2.212790  SpamRecall: 81.117%  SpamPrec: 99.356%

##### 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: 197863  99.59%
# Correctly spam:     156858  50.73%
# False positives:       820  0.41%
# False negatives:    152344  49.27%
# TCR(l=50): 1.599232  SpamRecall: 50.730%  SpamPrec: 99.480%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24731  99.61%
# Correctly spam:      19603  50.81%
# False positives:        98  0.39%
# False negatives:     18977  49.19%
# TCR(l=50): 1.615781  SpamRecall: 50.811%  SpamPrec: 99.503%