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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277848  44.968%  (96.744% of non-spam corpus)
# Correctly spam:     229752  37.184%  (69.478% of spam corpus)
# False positives:      9350  1.513%  (3.256% of nonspam, 1068631 weighted)
# False negatives:    100931  16.335%  (30.522% of spam, 294724 weighted)
# Average score for spam:  8.5    nonspam: -0.2
# Average for false-pos:   9.9  false-neg: 2.9
# TOTAL:              617881  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34739  96.73%
# Correctly spam:      28739  69.71%
# False positives:      1175  3.27%
# False negatives:     12486  30.29%
# TCR(l=50): 0.578710  SpamRecall: 69.713%  SpamPrec: 96.072%

##### 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: 281987  98.19%
# Correctly spam:      67198  20.32%
# False positives:      5211  1.81%
# False negatives:    263485  79.68%
# TCR(l=50): 0.631032  SpamRecall: 20.321%  SpamPrec: 92.803%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35275  98.22%
# Correctly spam:       8370  20.30%
# False positives:       639  1.78%
# False negatives:     32855  79.70%
# TCR(l=50): 0.636139  SpamRecall: 20.303%  SpamPrec: 92.907%