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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124763  19.446%  (99.457% of non-spam corpus)
# Correctly spam:     294342  45.877%  (57.026% of spam corpus)
# False positives:       681  0.106%  (0.543% of nonspam, 167228 weighted)
# False negatives:    221808  34.571%  (42.974% of spam, 759268 weighted)
# Average score for spam:  9.8    nonspam: -0.1
# Average for false-pos:   6.0  false-neg: 3.4
# TOTAL:              641594  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15616  99.24%
# Correctly spam:      37050  57.48%
# False positives:       120  0.76%
# False negatives:     27405  42.52%
# TCR(l=50): 1.929502  SpamRecall: 57.482%  SpamPrec: 99.677%

##### 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: 125168  99.78%
# Correctly spam:     137560  26.65%
# False positives:       276  0.22%
# False negatives:    378590  73.35%
# TCR(l=50): 1.315400  SpamRecall: 26.651%  SpamPrec: 99.800%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15695  99.74%
# Correctly spam:      17213  26.71%
# False positives:        41  0.26%
# False negatives:     47242  73.29%
# TCR(l=50): 1.307616  SpamRecall: 26.705%  SpamPrec: 99.762%