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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 765045  46.512%  (99.571% of non-spam corpus)
# Correctly spam:     494939  30.091%  (56.468% of spam corpus)
# False positives:      3295  0.200%  (0.429% of nonspam, 108768 weighted)
# False negatives:    381553  23.197%  (43.532% of spam, 820766 weighted)
# Average score for spam:  6.5    nonspam: 0.5
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1644832  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95340  99.53%
# Correctly spam:      61922  56.60%
# False positives:       451  0.47%
# False negatives:     47480  43.40%
# TCR(l=50): 1.562216  SpamRecall: 56.600%  SpamPrec: 99.277%

##### 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: 757733  98.62%
# Correctly spam:     338619  38.63%
# False positives:     10607  1.38%
# False negatives:    537873  61.37%
# TCR(l=50): 0.820514  SpamRecall: 38.633%  SpamPrec: 96.963%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94426  98.58%
# Correctly spam:      42138  38.52%
# False positives:      1365  1.42%
# False negatives:     67264  61.48%
# TCR(l=50): 0.807311  SpamRecall: 38.517%  SpamPrec: 96.862%