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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194881  27.271%  (96.164% of non-spam corpus)
# Correctly spam:     340695  47.675%  (66.547% of spam corpus)
# False positives:      7773  1.088%  (3.836% of nonspam, 614661 weighted)
# False negatives:    171270  23.967%  (33.453% of spam, 457293 weighted)
# Average score for spam:  7.1    nonspam: 0.8
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              714619  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24252  95.73%
# Correctly spam:      42491  66.43%
# False positives:      1082  4.27%
# False negatives:     21473  33.57%
# TCR(l=50): 0.846387  SpamRecall: 66.430%  SpamPrec: 97.517%

##### 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: 196723  97.07%
# Correctly spam:      59008  11.53%
# False positives:      5931  2.93%
# False negatives:    452957  88.47%
# TCR(l=50): 0.683069  SpamRecall: 11.526%  SpamPrec: 90.867%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24594  97.08%
# Correctly spam:       7345  11.48%
# False positives:       740  2.92%
# False negatives:     56619  88.52%
# TCR(l=50): 0.683237  SpamRecall: 11.483%  SpamPrec: 90.847%