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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 220677  57.468%  (97.238% of non-spam corpus)
# Correctly spam:     117647  30.637%  (74.909% of spam corpus)
# False positives:      6269  1.633%  (2.762% of nonspam, 137341 weighted)
# False negatives:     39407  10.262%  (25.091% of spam,  91948 weighted)
# Average score for spam:  10.1    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              384000  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27601  97.17%
# Correctly spam:      14785  74.85%
# False positives:       805  2.83%
# False negatives:      4967  25.15%
# TCR(l=50): 0.436827  SpamRecall: 74.853%  SpamPrec: 94.836%

##### 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: 223009  98.27%
# Correctly spam:      59070  37.61%
# False positives:      3937  1.73%
# False negatives:     97984  62.39%
# TCR(l=50): 0.532686  SpamRecall: 37.611%  SpamPrec: 93.751%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27908  98.25%
# Correctly spam:       7385  37.39%
# False positives:       498  1.75%
# False negatives:     12367  62.61%
# TCR(l=50): 0.530013  SpamRecall: 37.389%  SpamPrec: 93.683%