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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175265  54.606%  (96.695% of non-spam corpus)
# Correctly spam:     112986  35.203%  (80.875% of spam corpus)
# False positives:      5991  1.867%  (3.305% of nonspam, 147192 weighted)
# False negatives:     26718  8.324%  (19.125% of spam,  60510 weighted)
# Average score for spam:  10.4    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.3
# TOTAL:              320960  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21970  96.52%
# Correctly spam:      14245  81.35%
# False positives:       792  3.48%
# False negatives:      3266  18.65%
# TCR(l=50): 0.408506  SpamRecall: 81.349%  SpamPrec: 94.733%

##### 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: 177427  97.89%
# Correctly spam:      46628  33.38%
# False positives:      3829  2.11%
# False negatives:     93076  66.62%
# TCR(l=50): 0.491006  SpamRecall: 33.376%  SpamPrec: 92.411%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22273  97.85%
# Correctly spam:       5906  33.73%
# False positives:       489  2.15%
# False negatives:     11605  66.27%
# TCR(l=50): 0.485675  SpamRecall: 33.727%  SpamPrec: 92.353%