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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 344839  39.372%  (99.335% of non-spam corpus)
# Correctly spam:     419606  47.908%  (79.365% of spam corpus)
# False positives:      2307  0.263%  (0.665% of nonspam, 104678 weighted)
# False negatives:    109097  12.456%  (20.635% of spam, 246043 weighted)
# Average score for spam:  10.3    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              875849  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42943  99.27%
# Correctly spam:      52477  79.45%
# False positives:       317  0.73%
# False negatives:     13572  20.55%
# TCR(l=50): 2.244885  SpamRecall: 79.452%  SpamPrec: 99.400%

##### 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: 335986  96.79%
# Correctly spam:     192520  36.41%
# False positives:     11160  3.21%
# False negatives:    336183  63.59%
# TCR(l=50): 0.591269  SpamRecall: 36.414%  SpamPrec: 94.521%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41848  96.74%
# Correctly spam:      23748  35.96%
# False positives:      1412  3.26%
# False negatives:     42301  64.04%
# TCR(l=50): 0.585017  SpamRecall: 35.955%  SpamPrec: 94.388%