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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143537  36.261%  (99.226% of non-spam corpus)
# Correctly spam:     147178  37.181%  (58.593% of spam corpus)
# False positives:      1120  0.283%  (0.774% of nonspam, 134260 weighted)
# False negatives:    104011  26.276%  (41.407% of spam, 289867 weighted)
# Average score for spam:  7.9    nonspam: -0.6
# Average for false-pos:   6.9  false-neg: 2.8
# TOTAL:              395846  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18021  99.32%
# Correctly spam:      18401  58.69%
# False positives:       123  0.68%
# False negatives:     12951  41.31%
# TCR(l=50): 1.641380  SpamRecall: 58.692%  SpamPrec: 99.336%

##### 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: 144090  99.61%
# Correctly spam:      77887  31.01%
# False positives:       567  0.39%
# False negatives:    173302  68.99%
# TCR(l=50): 1.245656  SpamRecall: 31.007%  SpamPrec: 99.277%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18078  99.64%
# Correctly spam:       9819  31.32%
# False positives:        66  0.36%
# False negatives:     21533  68.68%
# TCR(l=50): 1.262514  SpamRecall: 31.319%  SpamPrec: 99.332%