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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124715  22.661%  (99.668% of non-spam corpus)
# Correctly spam:     422346  76.741%  (99.324% of spam corpus)
# False positives:       415  0.075%  (0.332% of nonspam,  91359 weighted)
# False negatives:      2876  0.523%  (0.676% of spam,   9306 weighted)
# Average score for spam:  21.6    nonspam: -1.3
# Average for false-pos:   6.5  false-neg: 3.2
# TOTAL:              550352  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15657  99.76%
# Correctly spam:      52669  99.37%
# False positives:        38  0.24%
# False negatives:       333  0.63%
# TCR(l=50): 23.735781  SpamRecall: 99.372%  SpamPrec: 99.928%

##### 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: 124426  99.44%
# Correctly spam:     407078  95.73%
# False positives:       704  0.56%
# False negatives:     18144  4.27%
# TCR(l=50): 7.971318  SpamRecall: 95.733%  SpamPrec: 99.827%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15612  99.47%
# Correctly spam:      50699  95.65%
# False positives:        83  0.53%
# False negatives:      2303  4.35%
# TCR(l=50): 8.213544  SpamRecall: 95.655%  SpamPrec: 99.837%