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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 234920  20.189%  (99.547% of non-spam corpus)
# Correctly spam:     666962  57.318%  (71.899% of spam corpus)
# False positives:      1069  0.092%  (0.453% of nonspam, 271689 weighted)
# False negatives:    260675  22.402%  (28.101% of spam, 234260 weighted)
# Average score for spam:  9.5    nonspam: -0.5
# Average for false-pos:   6.5  false-neg: 0.9
# TOTAL:              1163626  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29394  99.53%
# Correctly spam:      83415  72.06%
# False positives:       140  0.47%
# False negatives:     32344  27.94%
# TCR(l=50): 2.942228  SpamRecall: 72.059%  SpamPrec: 99.832%

##### 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: 234750  99.47%
# Correctly spam:     417521  45.01%
# False positives:      1239  0.53%
# False negatives:    510116  54.99%
# TCR(l=50): 1.621556  SpamRecall: 45.009%  SpamPrec: 99.704%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29378  99.47%
# Correctly spam:      51990  44.91%
# False positives:       156  0.53%
# False negatives:     63769  55.09%
# TCR(l=50): 1.617446  SpamRecall: 44.912%  SpamPrec: 99.701%