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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 294721  57.062%  (99.677% of non-spam corpus)
# Correctly spam:     152430  29.513%  (69.030% of spam corpus)
# False positives:       954  0.185%  (0.323% of nonspam,  21316 weighted)
# False negatives:     68386  13.241%  (30.970% of spam,  97013 weighted)
# Average score for spam:  9.7    nonspam: 0.4
# Average for false-pos:   6.0  false-neg: 1.4
# TOTAL:              516491  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36761  99.66%
# Correctly spam:      19135  69.29%
# False positives:       127  0.34%
# False negatives:      8479  30.71%
# TCR(l=50): 1.862162  SpamRecall: 69.295%  SpamPrec: 99.341%

##### 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: 286633  96.94%
# Correctly spam:     135332  61.29%
# False positives:      9042  3.06%
# False negatives:     85484  38.71%
# TCR(l=50): 0.410756  SpamRecall: 61.287%  SpamPrec: 93.737%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35752  96.92%
# Correctly spam:      17192  62.26%
# False positives:      1136  3.08%
# False negatives:     10422  37.74%
# TCR(l=50): 0.410788  SpamRecall: 62.258%  SpamPrec: 93.802%