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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254223  25.861%  (95.500% of non-spam corpus)
# Correctly spam:     597423  60.773%  (83.341% of spam corpus)
# False positives:     11978  1.218%  (4.500% of nonspam, 952119 weighted)
# False negatives:    119417  12.148%  (16.659% of spam, 370116 weighted)
# Average score for spam:  9.8    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              983041  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31715  95.25%
# Correctly spam:      74641  83.47%
# False positives:      1583  4.75%
# False negatives:     14786  16.53%
# TCR(l=50): 0.951999  SpamRecall: 83.466%  SpamPrec: 97.923%

##### 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: 253845  95.36%
# Correctly spam:     469097  65.44%
# False positives:     12356  4.64%
# False negatives:    247743  34.56%
# TCR(l=50): 0.828197  SpamRecall: 65.440%  SpamPrec: 97.434%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31774  95.42%
# Correctly spam:      58230  65.11%
# False positives:      1524  4.58%
# False negatives:     31197  34.89%
# TCR(l=50): 0.832677  SpamRecall: 65.115%  SpamPrec: 97.450%