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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153359  46.728%  (99.560% of non-spam corpus)
# Correctly spam:     136978  41.737%  (78.651% of spam corpus)
# False positives:       677  0.206%  (0.440% of nonspam,  47542 weighted)
# False negatives:     37181  11.329%  (21.349% of spam,  84681 weighted)
# Average score for spam:  14.5    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              328195  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19298  99.57%
# Correctly spam:      17252  78.81%
# False positives:        83  0.43%
# False negatives:      4639  21.19%
# TCR(l=50): 2.490727  SpamRecall: 78.809%  SpamPrec: 99.521%

##### 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: 153679  99.77%
# Correctly spam:      73302  42.09%
# False positives:       357  0.23%
# False negatives:    100857  57.91%
# TCR(l=50): 1.467133  SpamRecall: 42.089%  SpamPrec: 99.515%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19332  99.75%
# Correctly spam:       9327  42.61%
# False positives:        49  0.25%
# False negatives:     12564  57.39%
# TCR(l=50): 1.458039  SpamRecall: 42.607%  SpamPrec: 99.477%