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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 547443  40.434%  (99.649% of non-spam corpus)
# Correctly spam:     653775  48.287%  (81.258% of spam corpus)
# False positives:      1927  0.142%  (0.351% of nonspam,  82587 weighted)
# False negatives:    150787  11.137%  (18.742% of spam, 383428 weighted)
# Average score for spam:  12.0    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              1353932  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68314  99.53%
# Correctly spam:      81617  81.42%
# False positives:       325  0.47%
# False negatives:     18631  18.58%
# TCR(l=50): 2.874000  SpamRecall: 81.415%  SpamPrec: 99.603%

##### 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: 535588  97.49%
# Correctly spam:     358618  44.57%
# False positives:     13782  2.51%
# False negatives:    445944  55.43%
# TCR(l=50): 0.708838  SpamRecall: 44.573%  SpamPrec: 96.299%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66844  97.38%
# Correctly spam:      44813  44.70%
# False positives:      1795  2.62%
# False negatives:     55435  55.30%
# TCR(l=50): 0.690485  SpamRecall: 44.702%  SpamPrec: 96.149%