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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158074  22.098%  (99.275% of non-spam corpus)
# Correctly spam:     398891  55.763%  (71.730% of spam corpus)
# False positives:      1155  0.161%  (0.725% of nonspam, 251785 weighted)
# False negatives:    157209  21.977%  (28.270% of spam, 306039 weighted)
# Average score for spam:  16.5    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              715329  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19909  99.29%
# Correctly spam:      49740  71.61%
# False positives:       143  0.71%
# False negatives:     19716  28.39%
# TCR(l=50): 2.585275  SpamRecall: 71.614%  SpamPrec: 99.713%

##### 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: 158719  99.68%
# Correctly spam:     178638  32.12%
# False positives:       510  0.32%
# False negatives:    377462  67.88%
# TCR(l=50): 1.380031  SpamRecall: 32.123%  SpamPrec: 99.715%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19985  99.67%
# Correctly spam:      22310  32.12%
# False positives:        67  0.33%
# False negatives:     47146  67.88%
# TCR(l=50): 1.375475  SpamRecall: 32.121%  SpamPrec: 99.701%