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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 536090  45.709%  (99.663% of non-spam corpus)
# Correctly spam:     488284  41.633%  (76.904% of spam corpus)
# False positives:      1812  0.154%  (0.337% of nonspam,  63507 weighted)
# False negatives:    146639  12.503%  (23.096% of spam, 323543 weighted)
# Average score for spam:  10.8    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1172825  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66957  99.66%
# Correctly spam:      61090  77.09%
# False positives:       229  0.34%
# False negatives:     18158  22.91%
# TCR(l=50): 2.676574  SpamRecall: 77.087%  SpamPrec: 99.627%

##### 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: 522788  97.19%
# Correctly spam:     277543  43.71%
# False positives:     15114  2.81%
# False negatives:    357380  56.29%
# TCR(l=50): 0.570420  SpamRecall: 43.713%  SpamPrec: 94.836%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65310  97.21%
# Correctly spam:      34588  43.65%
# False positives:      1876  2.79%
# False negatives:     44660  56.35%
# TCR(l=50): 0.572353  SpamRecall: 43.645%  SpamPrec: 94.855%