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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146264  48.285%  (99.600% of non-spam corpus)
# Correctly spam:     132223  43.649%  (84.721% of spam corpus)
# False positives:       587  0.194%  (0.400% of nonspam,  37974 weighted)
# False negatives:     23846  7.872%  (15.279% of spam,  58653 weighted)
# Average score for spam:  12.7    nonspam: -0.4
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              302920  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18372  99.65%
# Correctly spam:      16511  84.13%
# False positives:        64  0.35%
# False negatives:      3114  15.87%
# TCR(l=50): 3.108172  SpamRecall: 84.132%  SpamPrec: 99.614%

##### 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: 145995  99.42%
# Correctly spam:      70937  45.45%
# False positives:       856  0.58%
# False negatives:     85132  54.55%
# TCR(l=50): 1.219937  SpamRecall: 45.452%  SpamPrec: 98.808%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18337  99.46%
# Correctly spam:       8924  45.47%
# False positives:        99  0.54%
# False negatives:     10701  54.53%
# TCR(l=50): 1.253913  SpamRecall: 45.473%  SpamPrec: 98.903%