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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 507185  45.880%  (99.657% of non-spam corpus)
# Correctly spam:     465840  42.140%  (78.092% of spam corpus)
# False positives:      1746  0.158%  (0.343% of nonspam,  61668 weighted)
# False negatives:    130689  11.822%  (21.908% of spam, 304909 weighted)
# Average score for spam:  12.1    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              1105460  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  63304  99.61%
# Correctly spam:      58114  77.99%
# False positives:       248  0.39%
# False negatives:     16404  22.01%
# TCR(l=50): 2.587071  SpamRecall: 77.987%  SpamPrec: 99.575%

##### 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: 497416  97.74%
# Correctly spam:     266205  44.63%
# False positives:     11515  2.26%
# False negatives:    330324  55.37%
# TCR(l=50): 0.658367  SpamRecall: 44.626%  SpamPrec: 95.854%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  62033  97.61%
# Correctly spam:      33005  44.29%
# False positives:      1519  2.39%
# False negatives:     41513  55.71%
# TCR(l=50): 0.634396  SpamRecall: 44.291%  SpamPrec: 95.600%