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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154947  37.548%  (99.663% of non-spam corpus)
# Correctly spam:     129401  31.357%  (50.312% of spam corpus)
# False positives:       524  0.127%  (0.337% of nonspam,  52155 weighted)
# False negatives:    127796  30.968%  (49.688% of spam, 289546 weighted)
# Average score for spam:  7.0    nonspam: -0.2
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              412668  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19496  99.66%
# Correctly spam:      16289  50.71%
# False positives:        66  0.34%
# False negatives:     15832  49.29%
# TCR(l=50): 1.678915  SpamRecall: 50.711%  SpamPrec: 99.596%

##### 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: 155209  99.83%
# Correctly spam:      88054  34.24%
# False positives:       262  0.17%
# False negatives:    169143  65.76%
# TCR(l=50): 1.411286  SpamRecall: 34.236%  SpamPrec: 99.703%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19532  99.85%
# Correctly spam:      11139  34.68%
# False positives:        30  0.15%
# False negatives:     20982  65.32%
# TCR(l=50): 1.428743  SpamRecall: 34.678%  SpamPrec: 99.731%