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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151270  42.074%  (97.789% of non-spam corpus)
# Correctly spam:      84167  23.410%  (41.089% of spam corpus)
# False positives:      3420  0.951%  (2.211% of nonspam, 133883 weighted)
# False negatives:    120676  33.565%  (58.911% of spam, 313575 weighted)
# Average score for spam:  7.4    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              359533  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19018  97.71%
# Correctly spam:      10485  40.91%
# False positives:       445  2.29%
# False negatives:     15144  59.09%
# TCR(l=50): 0.685377  SpamRecall: 40.911%  SpamPrec: 95.929%

##### 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: 151347  97.84%
# Correctly spam:      47810  23.34%
# False positives:      3343  2.16%
# False negatives:    157033  76.66%
# TCR(l=50): 0.631875  SpamRecall: 23.340%  SpamPrec: 93.465%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19027  97.76%
# Correctly spam:       5936  23.16%
# False positives:       436  2.24%
# False negatives:     19693  76.84%
# TCR(l=50): 0.617670  SpamRecall: 23.161%  SpamPrec: 93.158%