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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 278741  37.878%  (99.449% of non-spam corpus)
# Correctly spam:     404577  54.978%  (88.801% of spam corpus)
# False positives:      1545  0.210%  (0.551% of nonspam, 217588 weighted)
# False negatives:     51022  6.933%  (11.199% of spam, 110897 weighted)
# Average score for spam:  16.1    nonspam: -2.5
# Average for false-pos:   8.7  false-neg: 2.2
# TOTAL:              735885  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34889  99.50%
# Correctly spam:      50552  89.01%
# False positives:       175  0.50%
# False negatives:      6242  10.99%
# TCR(l=50): 3.788287  SpamRecall: 89.009%  SpamPrec: 99.655%

##### 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: 278479  99.36%
# Correctly spam:     316134  69.39%
# False positives:      1807  0.64%
# False negatives:    139465  30.61%
# TCR(l=50): 1.982460  SpamRecall: 69.389%  SpamPrec: 99.432%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34839  99.36%
# Correctly spam:      39636  69.79%
# False positives:       225  0.64%
# False negatives:     17158  30.21%
# TCR(l=50): 1.999226  SpamRecall: 69.789%  SpamPrec: 99.436%