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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145559  23.998%  (99.190% of non-spam corpus)
# Correctly spam:     145165  23.933%  (31.571% of spam corpus)
# False positives:      1189  0.196%  (0.810% of nonspam, 250547 weighted)
# False negatives:    314640  51.873%  (68.429% of spam, 675437 weighted)
# Average score for spam:  4.6    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              606553  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18260  99.14%
# Correctly spam:      18209  31.77%
# False positives:       158  0.86%
# False negatives:     39113  68.23%
# TCR(l=50): 1.219280  SpamRecall: 31.766%  SpamPrec: 99.140%

##### 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: 146173  99.61%
# Correctly spam:      69322  15.08%
# False positives:       575  0.39%
# False negatives:    390483  84.92%
# TCR(l=50): 1.096777  SpamRecall: 15.076%  SpamPrec: 99.177%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18346  99.61%
# Correctly spam:       8529  14.88%
# False positives:        72  0.39%
# False negatives:     48793  85.12%
# TCR(l=50): 1.094077  SpamRecall: 14.879%  SpamPrec: 99.163%