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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155369  43.355%  (99.591% of non-spam corpus)
# Correctly spam:     131890  36.803%  (65.177% of spam corpus)
# False positives:       638  0.178%  (0.409% of nonspam,  56597 weighted)
# False negatives:     70467  19.664%  (34.823% of spam, 203654 weighted)
# Average score for spam:  7.8    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              358364  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19538  99.60%
# Correctly spam:      16672  65.91%
# False positives:        79  0.40%
# False negatives:      8625  34.09%
# TCR(l=50): 2.011690  SpamRecall: 65.905%  SpamPrec: 99.528%

##### 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: 155598  99.74%
# Correctly spam:      49427  24.43%
# False positives:       409  0.26%
# False negatives:    152930  75.57%
# TCR(l=50): 1.167130  SpamRecall: 24.426%  SpamPrec: 99.179%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19566  99.74%
# Correctly spam:       6173  24.40%
# False positives:        51  0.26%
# False negatives:     19124  75.60%
# TCR(l=50): 1.167159  SpamRecall: 24.402%  SpamPrec: 99.181%