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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173533  30.473%  (98.891% of non-spam corpus)
# Correctly spam:     110655  19.431%  (28.086% of spam corpus)
# False positives:      1946  0.342%  (1.109% of nonspam, 123878 weighted)
# False negatives:    283333  49.754%  (71.914% of spam, 650246 weighted)
# Average score for spam:  3.9    nonspam: 0.7
# Average for false-pos:   5.7  false-neg: 2.3
# TOTAL:              569467  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21815  98.92%
# Correctly spam:      14010  28.50%
# False positives:       239  1.08%
# False negatives:     35147  71.50%
# TCR(l=50): 1.043740  SpamRecall: 28.501%  SpamPrec: 98.323%

##### 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: 172024  98.03%
# Correctly spam:      33763  8.57%
# False positives:      3455  1.97%
# False negatives:    360225  91.43%
# TCR(l=50): 0.739224  SpamRecall: 8.570%  SpamPrec: 90.717%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21606  97.97%
# Correctly spam:       4291  8.73%
# False positives:       448  2.03%
# False negatives:     44866  91.27%
# TCR(l=50): 0.730785  SpamRecall: 8.729%  SpamPrec: 90.547%