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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 640129  43.090%  (99.876% of non-spam corpus)
# Correctly spam:     782736  52.690%  (92.672% of spam corpus)
# False positives:       794  0.053%  (0.124% of nonspam,  64167 weighted)
# False negatives:     61896  4.167%  (7.328% of spam, 112677 weighted)
# Average score for spam:  16.3    nonspam: -2.2
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              1485555  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79865  99.85%
# Correctly spam:      97549  92.65%
# False positives:       120  0.15%
# False negatives:      7736  7.35%
# TCR(l=50): 7.664895  SpamRecall: 92.652%  SpamPrec: 99.877%

##### 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: 638858  99.68%
# Correctly spam:     568977  67.36%
# False positives:      2065  0.32%
# False negatives:    275655  32.64%
# TCR(l=50): 2.229139  SpamRecall: 67.364%  SpamPrec: 99.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79720  99.67%
# Correctly spam:      70768  67.22%
# False positives:       265  0.33%
# False negatives:     34517  32.78%
# TCR(l=50): 2.204137  SpamRecall: 67.216%  SpamPrec: 99.627%