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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145805  29.612%  (97.449% of non-spam corpus)
# Correctly spam:     177274  36.003%  (51.718% of spam corpus)
# False positives:      3817  0.775%  (2.551% of nonspam, 264815 weighted)
# False negatives:    165495  33.610%  (48.282% of spam, 448232 weighted)
# Average score for spam:  11.7    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              492391  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18268  97.28%
# Correctly spam:      22220  52.02%
# False positives:       511  2.72%
# False negatives:     20494  47.98%
# TCR(l=50): 0.927678  SpamRecall: 52.020%  SpamPrec: 97.752%

##### 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: 145700  97.38%
# Correctly spam:     141039  41.15%
# False positives:      3922  2.62%
# False negatives:    201730  58.85%
# TCR(l=50): 0.861597  SpamRecall: 41.147%  SpamPrec: 97.294%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18265  97.26%
# Correctly spam:      17637  41.29%
# False positives:       514  2.74%
# False negatives:     25077  58.71%
# TCR(l=50): 0.841208  SpamRecall: 41.291%  SpamPrec: 97.168%