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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121477  21.233%  (97.981% of non-spam corpus)
# Correctly spam:     413846  72.336%  (92.348% of spam corpus)
# False positives:      2503  0.437%  (2.019% of nonspam, 289157 weighted)
# False negatives:     34291  5.994%  (7.652% of spam, 103837 weighted)
# Average score for spam:  14.2    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              572117  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15235  97.89%
# Correctly spam:      51559  92.28%
# False positives:       328  2.11%
# False negatives:      4315  7.72%
# TCR(l=50): 2.697273  SpamRecall: 92.277%  SpamPrec: 99.368%

##### 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: 121767  98.22%
# Correctly spam:      87726  19.58%
# False positives:      2213  1.78%
# False negatives:    360411  80.42%
# TCR(l=50): 0.951335  SpamRecall: 19.576%  SpamPrec: 97.539%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15293  98.27%
# Correctly spam:      10833  19.39%
# False positives:       270  1.73%
# False negatives:     45041  80.61%
# TCR(l=50): 0.954442  SpamRecall: 19.388%  SpamPrec: 97.568%