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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179176  29.682%  (99.354% of non-spam corpus)
# Correctly spam:     403870  66.906%  (95.410% of spam corpus)
# False positives:      1165  0.193%  (0.646% of nonspam, 182775 weighted)
# False negatives:     19431  3.219%  (4.590% of spam,  56507 weighted)
# Average score for spam:  12.2    nonspam: -0.5
# Average for false-pos:   6.7  false-neg: 2.9
# TOTAL:              603642  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22508  99.41%
# Correctly spam:      50337  95.47%
# False positives:       134  0.59%
# False negatives:      2386  4.53%
# TCR(l=50): 5.802663  SpamRecall: 95.474%  SpamPrec: 99.735%

##### 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: 179636  99.61%
# Correctly spam:     204281  48.26%
# False positives:       705  0.39%
# False negatives:    219020  51.74%
# TCR(l=50): 1.664770  SpamRecall: 48.259%  SpamPrec: 99.656%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22558  99.63%
# Correctly spam:      25343  48.07%
# False positives:        84  0.37%
# False negatives:     27380  51.93%
# TCR(l=50): 1.669506  SpamRecall: 48.068%  SpamPrec: 99.670%