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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142615  22.860%  (97.982% of non-spam corpus)
# Correctly spam:     343952  55.133%  (71.911% of spam corpus)
# False positives:      2937  0.471%  (2.018% of nonspam, 289670 weighted)
# False negatives:    134351  21.536%  (28.089% of spam, 510536 weighted)
# Average score for spam:  9.0    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.8
# TOTAL:              623855  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17882  97.97%
# Correctly spam:      42959  71.98%
# False positives:       370  2.03%
# False negatives:     16725  28.02%
# TCR(l=50): 1.694365  SpamRecall: 71.977%  SpamPrec: 99.146%

##### 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: 142031  97.58%
# Correctly spam:     321147  67.14%
# False positives:      3521  2.42%
# False negatives:    157156  32.86%
# TCR(l=50): 1.435457  SpamRecall: 67.143%  SpamPrec: 98.916%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17833  97.70%
# Correctly spam:      40135  67.25%
# False positives:       419  2.30%
# False negatives:     19549  32.75%
# TCR(l=50): 1.473715  SpamRecall: 67.246%  SpamPrec: 98.967%