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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 434729  38.783%  (99.571% of non-spam corpus)
# Correctly spam:     509963  45.495%  (74.521% of spam corpus)
# False positives:      1874  0.167%  (0.429% of nonspam, 180114 weighted)
# False negatives:    174358  15.555%  (25.479% of spam, 383043 weighted)
# Average score for spam:  11.1    nonspam: -0.5
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1120924  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54195  99.58%
# Correctly spam:      63397  74.28%
# False positives:       231  0.42%
# False negatives:     21953  25.72%
# TCR(l=50): 2.547533  SpamRecall: 74.279%  SpamPrec: 99.637%

##### 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: 434649  99.55%
# Correctly spam:     319143  46.64%
# False positives:      1954  0.45%
# False negatives:    365178  53.36%
# TCR(l=50): 1.478405  SpamRecall: 46.636%  SpamPrec: 99.391%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54208  99.60%
# Correctly spam:      39562  46.35%
# False positives:       218  0.40%
# False negatives:     45788  53.65%
# TCR(l=50): 1.505610  SpamRecall: 46.353%  SpamPrec: 99.452%