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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151278  15.323%  (98.354% of non-spam corpus)
# Correctly spam:     773826  78.383%  (92.849% of spam corpus)
# False positives:      2531  0.256%  (1.646% of nonspam, 450303 weighted)
# False negatives:     59600  6.037%  (7.151% of spam, 193212 weighted)
# Average score for spam:  12.3    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 3.2
# TOTAL:              987235  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19029  98.36%
# Correctly spam:      97073  93.44%
# False positives:       317  1.64%
# False negatives:      6815  6.56%
# TCR(l=50): 4.583631  SpamRecall: 93.440%  SpamPrec: 99.675%

##### 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: 151560  98.54%
# Correctly spam:     338690  40.64%
# False positives:      2249  1.46%
# False negatives:    494736  59.36%
# TCR(l=50): 1.372604  SpamRecall: 40.638%  SpamPrec: 99.340%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19083  98.64%
# Correctly spam:      42196  40.62%
# False positives:       263  1.36%
# False negatives:     61692  59.38%
# TCR(l=50): 1.388098  SpamRecall: 40.617%  SpamPrec: 99.381%