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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159006  13.856%  (93.221% of non-spam corpus)
# Correctly spam:     628405  54.758%  (64.318% of spam corpus)
# False positives:     11562  1.007%  (6.779% of nonspam, 1922568 weighted)
# False negatives:    348624  30.379%  (35.682% of spam, 520363 weighted)
# Average score for spam:  7.0    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 1.5
# TOTAL:              1147597  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19987  93.06%
# Correctly spam:      78642  64.49%
# False positives:      1491  6.94%
# False negatives:     43305  35.51%
# TCR(l=50): 1.034721  SpamRecall: 64.489%  SpamPrec: 98.139%

##### 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: 168252  98.64%
# Correctly spam:     253107  25.91%
# False positives:      2316  1.36%
# False negatives:    723922  74.09%
# TCR(l=50): 1.163515  SpamRecall: 25.906%  SpamPrec: 99.093%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21187  98.65%
# Correctly spam:      31407  25.75%
# False positives:       291  1.35%
# False negatives:     90540  74.25%
# TCR(l=50): 1.160405  SpamRecall: 25.755%  SpamPrec: 99.082%