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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162306  37.537%  (97.993% of non-spam corpus)
# Correctly spam:     244352  56.512%  (91.601% of spam corpus)
# False positives:      3325  0.769%  (2.007% of nonspam, 182392 weighted)
# False negatives:     22405  5.182%  (8.399% of spam,  56499 weighted)
# Average score for spam:  12.4    nonspam: -0.1
# Average for false-pos:   6.8  false-neg: 2.5
# TOTAL:              432388  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20456  98.08%
# Correctly spam:      30540  91.53%
# False positives:       400  1.92%
# False negatives:      2827  8.47%
# TCR(l=50): 1.461734  SpamRecall: 91.528%  SpamPrec: 98.707%

##### 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: 163491  98.71%
# Correctly spam:     174955  65.59%
# False positives:      2140  1.29%
# False negatives:     91802  34.41%
# TCR(l=50): 1.341823  SpamRecall: 65.586%  SpamPrec: 98.792%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20599  98.77%
# Correctly spam:      21881  65.58%
# False positives:       257  1.23%
# False negatives:     11486  34.42%
# TCR(l=50): 1.371096  SpamRecall: 65.577%  SpamPrec: 98.839%