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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 284831  17.873%  (96.233% of non-spam corpus)
# Correctly spam:     1047538  65.732%  (80.724% of spam corpus)
# False positives:     11151  0.700%  (3.767% of nonspam, 1397748 weighted)
# False negatives:    250138  15.696%  (19.276% of spam, 715279 weighted)
# Average score for spam:  9.0    nonspam: 1.3
# Average for false-pos:   5.7  false-neg: 2.9
# TOTAL:              1593658  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35334  95.68%
# Correctly spam:     131011  80.80%
# False positives:      1594  4.32%
# False negatives:     31133  19.20%
# TCR(l=50): 1.462958  SpamRecall: 80.799%  SpamPrec: 98.798%

##### 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: 284834  96.23%
# Correctly spam:     893723  68.87%
# False positives:     11148  3.77%
# False negatives:    403953  31.13%
# TCR(l=50): 1.349843  SpamRecall: 68.871%  SpamPrec: 98.768%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35515  96.17%
# Correctly spam:     111609  68.83%
# False positives:      1413  3.83%
# False negatives:     50535  31.17%
# TCR(l=50): 1.337987  SpamRecall: 68.833%  SpamPrec: 98.750%