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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254562  34.264%  (99.382% of non-spam corpus)
# Correctly spam:     440569  59.300%  (90.502% of spam corpus)
# False positives:      1584  0.213%  (0.618% of nonspam, 259835 weighted)
# False negatives:     46237  6.223%  (9.498% of spam, 109187 weighted)
# Average score for spam:  15.1    nonspam: -2.3
# Average for false-pos:   8.6  false-neg: 2.4
# TOTAL:              742952  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31798  99.41%
# Correctly spam:      55002  90.52%
# False positives:       190  0.59%
# False negatives:      5757  9.48%
# TCR(l=50): 3.982369  SpamRecall: 90.525%  SpamPrec: 99.656%

##### 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:     333886  68.59%
# False positives:      1820  0.71%
# False negatives:    152920  31.41%
# TCR(l=50): 1.995761  SpamRecall: 68.587%  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:      41830  68.85%
# False positives:       218  0.68%
# False negatives:     18929  31.15%
# TCR(l=50): 2.036910  SpamRecall: 68.846%  SpamPrec: 99.482%