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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 252741  22.052%  (99.055% of non-spam corpus)
# Correctly spam:     777266  67.817%  (87.238% of spam corpus)
# False positives:      2411  0.210%  (0.945% of nonspam, 523114 weighted)
# False negatives:    113704  9.921%  (12.762% of spam, 309270 weighted)
# Average score for spam:  11.8    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              1146122  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31570  99.03%
# Correctly spam:      96922  87.10%
# False positives:       308  0.97%
# False negatives:     14354  12.90%
# TCR(l=50): 3.739867  SpamRecall: 87.101%  SpamPrec: 99.683%

##### 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: 253651  99.41%
# Correctly spam:     516250  57.94%
# False positives:      1501  0.59%
# False negatives:    374720  42.06%
# TCR(l=50): 1.980946  SpamRecall: 57.942%  SpamPrec: 99.710%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31693  99.42%
# Correctly spam:      64645  58.09%
# False positives:       185  0.58%
# False negatives:     46631  41.91%
# TCR(l=50): 1.991303  SpamRecall: 58.094%  SpamPrec: 99.715%