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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160628  27.720%  (99.209% of non-spam corpus)
# Correctly spam:     307776  53.114%  (73.709% of spam corpus)
# False positives:      1280  0.221%  (0.791% of nonspam, 212648 weighted)
# False negatives:    109782  18.945%  (26.291% of spam, 284295 weighted)
# Average score for spam:  16.4    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              579466  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20253  99.22%
# Correctly spam:      38466  73.92%
# False positives:       160  0.78%
# False negatives:     13568  26.08%
# TCR(l=50): 2.412556  SpamRecall: 73.925%  SpamPrec: 99.586%

##### 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: 160961  99.42%
# Correctly spam:     277504  66.46%
# False positives:       947  0.58%
# False negatives:    140054  33.54%
# TCR(l=50): 2.228117  SpamRecall: 66.459%  SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20296  99.43%
# Correctly spam:      34580  66.46%
# False positives:       117  0.57%
# False negatives:     17454  33.54%
# TCR(l=50): 2.232836  SpamRecall: 66.457%  SpamPrec: 99.663%