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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 350781  30.792%  (99.758% of non-spam corpus)
# Correctly spam:     593722  52.117%  (75.385% of spam corpus)
# False positives:       850  0.075%  (0.242% of nonspam,  63962 weighted)
# False negatives:    193860  17.017%  (24.615% of spam, 453638 weighted)
# Average score for spam:  9.3    nonspam: 0.5
# Average for false-pos:   6.7  false-neg: 2.3
# TOTAL:              1139213  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43708  99.71%
# Correctly spam:      73792  75.20%
# False positives:       127  0.29%
# False negatives:     24331  24.80%
# TCR(l=50): 3.198168  SpamRecall: 75.204%  SpamPrec: 99.828%

##### 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: 342591  97.43%
# Correctly spam:     380522  48.32%
# False positives:      9040  2.57%
# False negatives:    407060  51.68%
# TCR(l=50): 0.916795  SpamRecall: 48.315%  SpamPrec: 97.679%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42759  97.55%
# Correctly spam:      47226  48.13%
# False positives:      1076  2.45%
# False negatives:     50897  51.87%
# TCR(l=50): 0.937209  SpamRecall: 48.129%  SpamPrec: 97.772%