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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 735205  52.218%  (99.520% of non-spam corpus)
# Correctly spam:     489505  34.767%  (73.149% of spam corpus)
# False positives:      3548  0.252%  (0.480% of nonspam,  91345 weighted)
# False negatives:    179682  12.762%  (26.851% of spam, 354468 weighted)
# Average score for spam:  8.0    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.0
# TOTAL:              1407940  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91701  99.54%
# Correctly spam:      61228  73.30%
# False positives:       426  0.46%
# False negatives:     22299  26.70%
# TCR(l=50): 1.915801  SpamRecall: 73.303%  SpamPrec: 99.309%

##### 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: 725921  98.26%
# Correctly spam:     324580  48.50%
# False positives:     12832  1.74%
# False negatives:    344607  51.50%
# TCR(l=50): 0.678546  SpamRecall: 48.504%  SpamPrec: 96.197%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90515  98.25%
# Correctly spam:      40484  48.47%
# False positives:      1612  1.75%
# False negatives:     43043  51.53%
# TCR(l=50): 0.675550  SpamRecall: 48.468%  SpamPrec: 96.171%