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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 577476  47.470%  (99.512% of non-spam corpus)
# Correctly spam:     500515  41.143%  (78.672% of spam corpus)
# False positives:      2830  0.233%  (0.488% of nonspam,  86353 weighted)
# False negatives:    135692  11.154%  (21.328% of spam, 310146 weighted)
# Average score for spam:  13.3    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.3
# TOTAL:              1216513  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72047  99.50%
# Correctly spam:      62680  78.95%
# False positives:       361  0.50%
# False negatives:     16711  21.05%
# TCR(l=50): 2.283910  SpamRecall: 78.951%  SpamPrec: 99.427%

##### 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: 566832  97.68%
# Correctly spam:     297796  46.81%
# False positives:     13474  2.32%
# False negatives:    338411  53.19%
# TCR(l=50): 0.628594  SpamRecall: 46.808%  SpamPrec: 95.671%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70666  97.59%
# Correctly spam:      37209  46.87%
# False positives:      1742  2.41%
# False negatives:     42182  53.13%
# TCR(l=50): 0.614092  SpamRecall: 46.868%  SpamPrec: 95.528%