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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 587691  48.596%  (99.634% of non-spam corpus)
# Correctly spam:     483931  40.016%  (78.118% of spam corpus)
# False positives:      2157  0.178%  (0.366% of nonspam,  65984 weighted)
# False negatives:    135556  11.209%  (21.882% of spam, 308855 weighted)
# Average score for spam:  13.2    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              1209335  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  73332  99.57%
# Correctly spam:      60460  78.15%
# False positives:       320  0.43%
# False negatives:     16906  21.85%
# TCR(l=50): 2.351121  SpamRecall: 78.148%  SpamPrec: 99.474%

##### 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: 576329  97.71%
# Correctly spam:     282013  45.52%
# False positives:     13519  2.29%
# False negatives:    337474  54.48%
# TCR(l=50): 0.611281  SpamRecall: 45.524%  SpamPrec: 95.426%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72004  97.76%
# Correctly spam:      35231  45.54%
# False positives:      1648  2.24%
# False negatives:     42135  54.46%
# TCR(l=50): 0.621239  SpamRecall: 45.538%  SpamPrec: 95.531%