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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168376  15.632%  (93.942% of non-spam corpus)
# Correctly spam:     613742  56.981%  (68.355% of spam corpus)
# False positives:     10858  1.008%  (6.058% of nonspam, 1450040 weighted)
# False negatives:    284130  26.379%  (31.645% of spam, 378234 weighted)
# Average score for spam:  7.5    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 1.3
# TOTAL:              1077106  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21187  94.09%
# Correctly spam:      76703  68.43%
# False positives:      1331  5.91%
# False negatives:     35388  31.57%
# TCR(l=50): 1.099600  SpamRecall: 68.429%  SpamPrec: 98.294%

##### 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: 177067  98.79%
# Correctly spam:     273080  30.41%
# False positives:      2167  1.21%
# False negatives:    624792  69.59%
# TCR(l=50): 1.224690  SpamRecall: 30.414%  SpamPrec: 99.213%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22258  98.85%
# Correctly spam:      34112  30.43%
# False positives:       260  1.15%
# False negatives:     77979  69.57%
# TCR(l=50): 1.232054  SpamRecall: 30.432%  SpamPrec: 99.244%
