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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 304655  76.422%  (99.171% of non-spam corpus)
# Correctly spam:      61604  15.453%  (67.369% of spam corpus)
# False positives:      2548  0.639%  (0.829% of nonspam,  72585 weighted)
# False negatives:     29839  7.485%  (32.631% of spam,  50610 weighted)
# Average score for spam:  10.7    nonspam: -0.2
# Average for false-pos:   9.6  false-neg: 1.7
# TOTAL:              398646  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38027  99.26%
# Correctly spam:       7848  67.88%
# False positives:       282  0.74%
# False negatives:      3713  32.12%
# TCR(l=50): 0.649020  SpamRecall: 67.883%  SpamPrec: 96.531%

##### 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: 304834  99.23%
# Correctly spam:      46417  50.76%
# False positives:      2369  0.77%
# False negatives:     45026  49.24%
# TCR(l=50): 0.559367  SpamRecall: 50.761%  SpamPrec: 95.144%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38038  99.29%
# Correctly spam:       5887  50.92%
# False positives:       271  0.71%
# False negatives:      5674  49.08%
# TCR(l=50): 0.601384  SpamRecall: 50.921%  SpamPrec: 95.599%