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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 614573  43.452%  (99.550% of non-spam corpus)
# Correctly spam:     645176  45.616%  (80.948% of spam corpus)
# False positives:      2777  0.196%  (0.450% of nonspam, 103985 weighted)
# False negatives:    151847  10.736%  (19.052% of spam, 340499 weighted)
# Average score for spam:  10.3    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1414373  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  76754  99.53%
# Correctly spam:      80673  81.25%
# False positives:       360  0.47%
# False negatives:     18622  18.75%
# TCR(l=50): 2.711348  SpamRecall: 81.246%  SpamPrec: 99.556%

##### 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: 603993  97.84%
# Correctly spam:     315185  39.55%
# False positives:     13357  2.16%
# False negatives:    481838  60.45%
# TCR(l=50): 0.693252  SpamRecall: 39.545%  SpamPrec: 95.934%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  75490  97.89%
# Correctly spam:      39329  39.61%
# False positives:      1624  2.11%
# False negatives:     59966  60.39%
# TCR(l=50): 0.703392  SpamRecall: 39.608%  SpamPrec: 96.034%