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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154153  18.924%  (94.059% of non-spam corpus)
# Correctly spam:     537931  66.037%  (82.669% of spam corpus)
# False positives:      9736  1.195%  (5.941% of nonspam, 1187081 weighted)
# False negatives:    112773  13.844%  (17.331% of spam, 307477 weighted)
# Average score for spam:  8.5    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              814593  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19507  94.43%
# Correctly spam:      68658  84.58%
# False positives:      1151  5.57%
# False negatives:     12514  15.42%
# TCR(l=50): 1.158541  SpamRecall: 84.583%  SpamPrec: 98.351%

##### 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: 155109  94.64%
# Correctly spam:      76343  11.73%
# False positives:      8780  5.36%
# False negatives:    574361  88.27%
# TCR(l=50): 0.642125  SpamRecall: 11.732%  SpamPrec: 89.686%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19620  94.98%
# Correctly spam:       9494  11.70%
# False positives:      1038  5.02%
# False negatives:     71678  88.30%
# TCR(l=50): 0.656848  SpamRecall: 11.696%  SpamPrec: 90.144%