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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134794  38.893%  (97.733% of non-spam corpus)
# Correctly spam:     197940  57.113%  (94.864% of spam corpus)
# False positives:      3127  0.902%  (2.267% of nonspam, 149483 weighted)
# False negatives:     10717  3.092%  (5.136% of spam,  30395 weighted)
# Average score for spam:  13.0    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              346578  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16878  97.70%
# Correctly spam:      24776  94.84%
# False positives:       398  2.30%
# False negatives:      1349  5.16%
# TCR(l=50): 1.229470  SpamRecall: 94.836%  SpamPrec: 98.419%

##### 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: 136567  99.02%
# Correctly spam:     127256  60.99%
# False positives:      1354  0.98%
# False negatives:     81401  39.01%
# TCR(l=50): 1.399434  SpamRecall: 60.988%  SpamPrec: 98.947%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17110  99.04%
# Correctly spam:      16003  61.26%
# False positives:       166  0.96%
# False negatives:     10122  38.74%
# TCR(l=50): 1.418141  SpamRecall: 61.256%  SpamPrec: 98.973%