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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138855  40.436%  (98.001% of non-spam corpus)
# Correctly spam:      65930  19.199%  (32.686% of spam corpus)
# False positives:      2832  0.825%  (1.999% of nonspam, 120289 weighted)
# False negatives:    135778  39.540%  (67.314% of spam, 528252 weighted)
# Average score for spam:  5.4    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 3.9
# TOTAL:              343395  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17373  97.77%
# Correctly spam:       8113  32.17%
# False positives:       397  2.23%
# False negatives:     17109  67.83%
# TCR(l=50): 0.682432  SpamRecall: 32.166%  SpamPrec: 95.335%

##### 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: 138288  97.60%
# Correctly spam:      44641  22.13%
# False positives:      3399  2.40%
# False negatives:    157067  77.87%
# TCR(l=50): 0.616812  SpamRecall: 22.131%  SpamPrec: 92.925%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17330  97.52%
# Correctly spam:       5524  21.90%
# False positives:       440  2.48%
# False negatives:     19698  78.10%
# TCR(l=50): 0.604873  SpamRecall: 21.902%  SpamPrec: 92.622%