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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 757314  43.567%  (99.660% of non-spam corpus)
# Correctly spam:     815421  46.909%  (83.343% of spam corpus)
# False positives:      2585  0.149%  (0.340% of nonspam, 101741 weighted)
# False negatives:    162974  9.376%  (16.657% of spam, 417226 weighted)
# Average score for spam:  12.3    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1738294  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94274  99.50%
# Correctly spam:     102302  83.78%
# False positives:       473  0.50%
# False negatives:     19800  16.22%
# TCR(l=50): 2.810173  SpamRecall: 83.784%  SpamPrec: 99.540%

##### 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: 745188  98.06%
# Correctly spam:     546221  55.83%
# False positives:     14711  1.94%
# False negatives:    432174  44.17%
# TCR(l=50): 0.837865  SpamRecall: 55.828%  SpamPrec: 97.377%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92886  98.04%
# Correctly spam:      68047  55.73%
# False positives:      1861  1.96%
# False negatives:     54055  44.27%
# TCR(l=50): 0.830033  SpamRecall: 55.730%  SpamPrec: 97.338%