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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181429  43.839%  (96.383% of non-spam corpus)
# Correctly spam:     120756  29.179%  (53.523% of spam corpus)
# False positives:      6809  1.645%  (3.617% of nonspam, 254879 weighted)
# False negatives:    104858  25.337%  (46.477% of spam, 263629 weighted)
# Average score for spam:  9.9    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              413852  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22727  96.23%
# Correctly spam:      15155  53.64%
# False positives:       891  3.77%
# False negatives:     13100  46.36%
# TCR(l=50): 0.490113  SpamRecall: 53.637%  SpamPrec: 94.447%

##### 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: 182406  96.90%
# Correctly spam:      51685  22.91%
# False positives:      5832  3.10%
# False negatives:    173929  77.09%
# TCR(l=50): 0.484640  SpamRecall: 22.909%  SpamPrec: 89.860%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22865  96.81%
# Correctly spam:       6531  23.11%
# False positives:       753  3.19%
# False negatives:     21724  76.89%
# TCR(l=50): 0.475882  SpamRecall: 23.114%  SpamPrec: 89.662%