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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123890  16.674%  (99.678% of non-spam corpus)
# Correctly spam:     392813  52.869%  (63.489% of spam corpus)
# False positives:       400  0.054%  (0.322% of nonspam, 121573 weighted)
# False negatives:    225897  30.403%  (36.511% of spam, 358790 weighted)
# Average score for spam:  16.1    nonspam: -0.7
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              743000  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15557  99.74%
# Correctly spam:      48933  63.33%
# False positives:        40  0.26%
# False negatives:     28337  36.67%
# TCR(l=50): 2.547055  SpamRecall: 63.327%  SpamPrec: 99.918%

##### 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: 123844  99.64%
# Correctly spam:     382730  61.86%
# False positives:       446  0.36%
# False negatives:    235980  38.14%
# TCR(l=50): 2.395501  SpamRecall: 61.859%  SpamPrec: 99.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15554  99.72%
# Correctly spam:      47694  61.72%
# False positives:        43  0.28%
# False negatives:     29576  38.28%
# TCR(l=50): 2.435542  SpamRecall: 61.724%  SpamPrec: 99.910%