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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197037  38.797%  (99.172% of non-spam corpus)
# Correctly spam:     249634  49.153%  (80.739% of spam corpus)
# False positives:      1646  0.324%  (0.828% of nonspam, 185829 weighted)
# False negatives:     59554  11.726%  (19.261% of spam, 135839 weighted)
# Average score for spam:  11.4    nonspam: -0.3
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              507871  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:      31286  81.10%
# False positives:       203  0.82%
# False negatives:      7292  18.90%
# TCR(l=50): 2.211788  SpamRecall: 81.098%  SpamPrec: 99.355%

##### 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:     156857  50.73%
# False positives:       820  0.41%
# False negatives:    152331  49.27%
# TCR(l=50): 1.599268  SpamRecall: 50.732%  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:      19666  50.98%
# False positives:        98  0.39%
# False negatives:     18912  49.02%
# TCR(l=50): 1.620108  SpamRecall: 50.977%  SpamPrec: 99.504%