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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 132192  43.643%  (99.595% of non-spam corpus)
# Correctly spam:      96196  31.759%  (56.530% of spam corpus)
# False positives:       538  0.178%  (0.405% of nonspam,  26870 weighted)
# False negatives:     73971  24.421%  (43.470% of spam, 128741 weighted)
# Average score for spam:  5.9    nonspam: 0.6
# Average for false-pos:   7.8  false-neg: 1.7
# TOTAL:              302897  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16593  99.66%
# Correctly spam:      12176  56.83%
# False positives:        57  0.34%
# False negatives:      9251  43.17%
# TCR(l=50): 1.770680  SpamRecall: 56.826%  SpamPrec: 99.534%

##### 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: 129199  97.34%
# Correctly spam:      46125  27.11%
# False positives:      3531  2.66%
# False negatives:    124042  72.89%
# TCR(l=50): 0.566106  SpamRecall: 27.106%  SpamPrec: 92.889%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16241  97.54%
# Correctly spam:       5914  27.60%
# False positives:       409  2.46%
# False negatives:     15513  72.40%
# TCR(l=50): 0.595807  SpamRecall: 27.601%  SpamPrec: 93.532%