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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148165  31.053%  (96.012% of non-spam corpus)
# Correctly spam:     230269  48.260%  (71.330% of spam corpus)
# False positives:      6155  1.290%  (3.988% of nonspam, 401602 weighted)
# False negatives:     92552  19.397%  (28.670% of spam, 234802 weighted)
# Average score for spam:  17.5    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              477141  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18633  95.99%
# Correctly spam:      28952  72.04%
# False positives:       778  4.01%
# False negatives:     11239  27.96%
# TCR(l=50): 0.801592  SpamRecall: 72.036%  SpamPrec: 97.383%

##### 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: 148980  96.54%
# Correctly spam:     149230  46.23%
# False positives:      5340  3.46%
# False negatives:    173591  53.77%
# TCR(l=50): 0.732700  SpamRecall: 46.227%  SpamPrec: 96.545%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18718  96.43%
# Correctly spam:      18551  46.16%
# False positives:       693  3.57%
# False negatives:     21640  53.84%
# TCR(l=50): 0.713999  SpamRecall: 46.157%  SpamPrec: 96.399%