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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168641  11.868%  (94.670% of non-spam corpus)
# Correctly spam:     1138429  80.115%  (91.597% of spam corpus)
# False positives:      9495  0.668%  (5.330% of nonspam, 2029227 weighted)
# False negatives:    104434  7.349%  (8.403% of spam, 258692 weighted)
# Average score for spam:  9.9    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              1420999  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21192  94.69%
# Correctly spam:     142168  91.57%
# False positives:      1188  5.31%
# False negatives:     13095  8.43%
# TCR(l=50): 2.141706  SpamRecall: 91.566%  SpamPrec: 99.171%

##### 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: 169386  95.09%
# Correctly spam:      79945  6.43%
# False positives:      8750  4.91%
# False negatives:    1162918  93.57%
# TCR(l=50): 0.776586  SpamRecall: 6.432%  SpamPrec: 90.135%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21285  95.11%
# Correctly spam:       9971  6.42%
# False positives:      1095  4.89%
# False negatives:    145292  93.58%
# TCR(l=50): 0.776152  SpamRecall: 6.422%  SpamPrec: 90.105%