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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 237471  18.991%  (99.018% of non-spam corpus)
# Correctly spam:     841550  67.300%  (83.271% of spam corpus)
# False positives:      2354  0.188%  (0.982% of nonspam, 650843 weighted)
# False negatives:    169069  13.521%  (16.729% of spam, 241095 weighted)
# Average score for spam:  11.3    nonspam: -0.4
# Average for false-pos:   6.6  false-neg: 1.4
# TOTAL:              1250444  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29703  98.99%
# Correctly spam:     105068  83.29%
# False positives:       304  1.01%
# False negatives:     21075  16.71%
# TCR(l=50): 3.477409  SpamRecall: 83.293%  SpamPrec: 99.711%

##### 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: 238390  99.40%
# Correctly spam:     580266  57.42%
# False positives:      1435  0.60%
# False negatives:    430353  42.58%
# TCR(l=50): 2.012772  SpamRecall: 57.417%  SpamPrec: 99.753%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29830  99.41%
# Correctly spam:      72622  57.57%
# False positives:       177  0.59%
# False negatives:     53521  42.43%
# TCR(l=50): 2.022462  SpamRecall: 57.571%  SpamPrec: 99.757%