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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 198455  43.734%  (99.539% of non-spam corpus)
# Correctly spam:     209128  46.086%  (82.204% of spam corpus)
# False positives:       919  0.203%  (0.461% of nonspam,  83850 weighted)
# False negatives:     45272  9.977%  (17.796% of spam, 116312 weighted)
# Average score for spam:  12.7    nonspam: -2.2
# Average for false-pos:   7.2  false-neg: 2.6
# TOTAL:              453774  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24811  99.53%
# Correctly spam:      26300  82.75%
# False positives:       116  0.47%
# False negatives:      5484  17.25%
# TCR(l=50): 2.816732  SpamRecall: 82.746%  SpamPrec: 99.561%

##### 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: 198239  99.43%
# Correctly spam:     143728  56.50%
# False positives:      1135  0.57%
# False negatives:    110672  43.50%
# TCR(l=50): 1.519514  SpamRecall: 56.497%  SpamPrec: 99.217%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24790  99.45%
# Correctly spam:      18104  56.96%
# False positives:       137  0.55%
# False negatives:     13680  43.04%
# TCR(l=50): 1.548173  SpamRecall: 56.959%  SpamPrec: 99.249%