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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254554  34.260%  (99.378% of non-spam corpus)
# Correctly spam:     443652  59.710%  (91.125% of spam corpus)
# False positives:      1592  0.214%  (0.622% of nonspam, 260806 weighted)
# False negatives:     43209  5.815%  (8.875% of spam,  99315 weighted)
# Average score for spam:  15.1    nonspam: -2.3
# Average for false-pos:   8.6  false-neg: 2.3
# TOTAL:              743007  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31799  99.41%
# Correctly spam:      55336  91.06%
# False positives:       189  0.59%
# False negatives:      5431  8.94%
# TCR(l=50): 4.083529  SpamRecall: 91.063%  SpamPrec: 99.660%

##### 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: 254326  99.29%
# Correctly spam:     334032  68.61%
# False positives:      1820  0.71%
# False negatives:    152829  31.39%
# TCR(l=50): 1.996731  SpamRecall: 68.609%  SpamPrec: 99.458%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31770  99.32%
# Correctly spam:      41862  68.89%
# False positives:       218  0.68%
# False negatives:     18905  31.11%
# TCR(l=50): 2.038819  SpamRecall: 68.889%  SpamPrec: 99.482%