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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173921  55.479%  (99.505% of non-spam corpus)
# Correctly spam:      98702  31.485%  (71.161% of spam corpus)
# False positives:       865  0.276%  (0.495% of nonspam,  43744 weighted)
# False negatives:     40000  12.760%  (28.839% of spam,  84301 weighted)
# Average score for spam:  9.9    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              313488  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21838  99.47%
# Correctly spam:      12388  71.31%
# False positives:       117  0.53%
# False negatives:      4984  28.69%
# TCR(l=50): 1.603471  SpamRecall: 71.310%  SpamPrec: 99.064%

##### 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: 174399  99.78%
# Correctly spam:      52353  37.74%
# False positives:       387  0.22%
# False negatives:     86349  62.26%
# TCR(l=50): 1.312236  SpamRecall: 37.745%  SpamPrec: 99.266%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21909  99.79%
# Correctly spam:       6599  37.99%
# False positives:        46  0.21%
# False negatives:     10773  62.01%
# TCR(l=50): 1.328846  SpamRecall: 37.986%  SpamPrec: 99.308%