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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183523  30.804%  (94.714% of non-spam corpus)
# Correctly spam:     249418  41.865%  (62.044% of spam corpus)
# False positives:     10243  1.719%  (5.286% of nonspam, 648294 weighted)
# False negatives:    152587  25.612%  (37.956% of spam, 248219 weighted)
# Average score for spam:  13.8    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              595771  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22953  94.55%
# Correctly spam:      31095  62.00%
# False positives:      1323  5.45%
# False negatives:     19058  38.00%
# TCR(l=50): 0.588595  SpamRecall: 62.000%  SpamPrec: 95.919%

##### 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: 183675  94.79%
# Correctly spam:     173242  43.09%
# False positives:     10091  5.21%
# False negatives:    228763  56.91%
# TCR(l=50): 0.548204  SpamRecall: 43.094%  SpamPrec: 94.496%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23005  94.76%
# Correctly spam:      21652  43.17%
# False positives:      1271  5.24%
# False negatives:     28501  56.83%
# TCR(l=50): 0.544839  SpamRecall: 43.172%  SpamPrec: 94.455%