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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144063  36.005%  (97.079% of non-spam corpus)
# Correctly spam:     232140  58.018%  (92.221% of spam corpus)
# False positives:      4334  1.083%  (2.921% of nonspam, 234120 weighted)
# False negatives:     19582  4.894%  (7.779% of spam,  53487 weighted)
# Average score for spam:  14.4    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              400119  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18054  96.95%
# Correctly spam:      29054  92.44%
# False positives:       568  3.05%
# False negatives:      2375  7.56%
# TCR(l=50): 1.021251  SpamRecall: 92.443%  SpamPrec: 98.083%

##### 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: 146290  98.58%
# Correctly spam:     154790  61.49%
# False positives:      2107  1.42%
# False negatives:     96932  38.51%
# TCR(l=50): 1.244411  SpamRecall: 61.492%  SpamPrec: 98.657%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18344  98.51%
# Correctly spam:      19433  61.83%
# False positives:       278  1.49%
# False negatives:     11996  38.17%
# TCR(l=50): 1.213662  SpamRecall: 61.831%  SpamPrec: 98.590%