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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 698230  51.992%  (99.665% of non-spam corpus)
# Correctly spam:     482657  35.940%  (75.137% of spam corpus)
# False positives:      2346  0.175%  (0.335% of nonspam,  64196 weighted)
# False negatives:    159716  11.893%  (24.863% of spam, 393238 weighted)
# Average score for spam:  10.7    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              1342949  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  87093  99.64%
# Correctly spam:      60293  75.22%
# False positives:       313  0.36%
# False negatives:     19864  24.78%
# TCR(l=50): 2.257054  SpamRecall: 75.219%  SpamPrec: 99.484%

##### 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: 685118  97.79%
# Correctly spam:     238444  37.12%
# False positives:     15458  2.21%
# False negatives:    403929  62.88%
# TCR(l=50): 0.545851  SpamRecall: 37.119%  SpamPrec: 93.912%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  85552  97.88%
# Correctly spam:      29648  36.99%
# False positives:      1854  2.12%
# False negatives:     50509  63.01%
# TCR(l=50): 0.559720  SpamRecall: 36.987%  SpamPrec: 94.115%
