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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149299  51.430%  (97.840% of non-spam corpus)
# Correctly spam:      80411  27.700%  (58.396% of spam corpus)
# False positives:      3296  1.135%  (2.160% of nonspam,  89152 weighted)
# False negatives:     57289  19.735%  (41.604% of spam, 136777 weighted)
# Average score for spam:  7.3    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              290295  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18702  97.48%
# Correctly spam:      10054  58.27%
# False positives:       483  2.52%
# False negatives:      7200  41.73%
# TCR(l=50): 0.550367  SpamRecall: 58.271%  SpamPrec: 95.416%

##### 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: 148946  97.61%
# Correctly spam:      29853  21.68%
# False positives:      3649  2.39%
# False negatives:    107847  78.32%
# TCR(l=50): 0.474342  SpamRecall: 21.680%  SpamPrec: 89.108%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18711  97.53%
# Correctly spam:       3753  21.75%
# False positives:       474  2.47%
# False negatives:     13501  78.25%
# TCR(l=50): 0.463805  SpamRecall: 21.751%  SpamPrec: 88.786%