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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 540657  43.696%  (99.651% of non-spam corpus)
# Correctly spam:     550407  44.484%  (79.222% of spam corpus)
# False positives:      1896  0.153%  (0.349% of nonspam,  70617 weighted)
# False negatives:    144361  11.667%  (20.778% of spam, 354710 weighted)
# Average score for spam:  11.1    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1237321  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67530  99.66%
# Correctly spam:      68805  79.41%
# False positives:       227  0.34%
# False negatives:     17840  20.59%
# TCR(l=50): 2.968311  SpamRecall: 79.410%  SpamPrec: 99.671%

##### 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: 529509  97.60%
# Correctly spam:     326179  46.95%
# False positives:     13044  2.40%
# False negatives:    368589  53.05%
# TCR(l=50): 0.680619  SpamRecall: 46.948%  SpamPrec: 96.155%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66131  97.60%
# Correctly spam:      40719  47.00%
# False positives:      1626  2.40%
# False negatives:     45926  53.00%
# TCR(l=50): 0.681032  SpamRecall: 46.995%  SpamPrec: 96.160%