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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 685953  53.733%  (99.612% of non-spam corpus)
# Correctly spam:     459832  36.020%  (78.206% of spam corpus)
# False positives:      2673  0.209%  (0.388% of nonspam,  68086 weighted)
# False negatives:    128146  10.038%  (21.794% of spam, 264690 weighted)
# Average score for spam:  10.9    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              1276604  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  85418  99.45%
# Correctly spam:      57381  78.18%
# False positives:       473  0.55%
# False negatives:     16011  21.82%
# TCR(l=50): 1.850483  SpamRecall: 78.184%  SpamPrec: 99.182%

##### 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: 673706  97.83%
# Correctly spam:     256865  43.69%
# False positives:     14920  2.17%
# False negatives:    331113  56.31%
# TCR(l=50): 0.545883  SpamRecall: 43.686%  SpamPrec: 94.510%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84048  97.85%
# Correctly spam:      31840  43.38%
# False positives:      1843  2.15%
# False negatives:     41552  56.62%
# TCR(l=50): 0.548922  SpamRecall: 43.383%  SpamPrec: 94.528%