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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157061  24.172%  (99.260% of non-spam corpus)
# Correctly spam:     379228  58.364%  (77.153% of spam corpus)
# False positives:      1171  0.180%  (0.740% of nonspam, 226596 weighted)
# False negatives:    112301  17.283%  (22.847% of spam, 216990 weighted)
# Average score for spam:  23.5    nonspam: -0.5
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              649761  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19783  99.27%
# Correctly spam:      47471  77.34%
# False positives:       146  0.73%
# False negatives:     13906  22.66%
# TCR(l=50): 2.894322  SpamRecall: 77.343%  SpamPrec: 99.693%

##### 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: 157757  99.70%
# Correctly spam:     298696  60.77%
# False positives:       475  0.30%
# False negatives:    192833  39.23%
# TCR(l=50): 2.269472  SpamRecall: 60.769%  SpamPrec: 99.841%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19862  99.66%
# Correctly spam:      37353  60.86%
# False positives:        67  0.34%
# False negatives:     24024  39.14%
# TCR(l=50): 2.242164  SpamRecall: 60.858%  SpamPrec: 99.821%