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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150970  48.586%  (97.672% of non-spam corpus)
# Correctly spam:      59693  19.211%  (38.226% of spam corpus)
# False positives:      3598  1.158%  (2.328% of nonspam, 106633 weighted)
# False negatives:     96464  31.045%  (61.774% of spam, 349665 weighted)
# Average score for spam:  6.0    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.6
# TOTAL:              310725  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19009  97.72%
# Correctly spam:       7454  37.96%
# False positives:       443  2.28%
# False negatives:     12180  62.04%
# TCR(l=50): 0.571920  SpamRecall: 37.965%  SpamPrec: 94.390%

##### 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: 150743  97.53%
# Correctly spam:      42604  27.28%
# False positives:      3825  2.47%
# False negatives:    113553  72.72%
# TCR(l=50): 0.512321  SpamRecall: 27.283%  SpamPrec: 91.762%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18994  97.65%
# Correctly spam:       5277  26.88%
# False positives:       458  2.35%
# False negatives:     14357  73.12%
# TCR(l=50): 0.526988  SpamRecall: 26.877%  SpamPrec: 92.014%