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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166959  16.349%  (98.909% of non-spam corpus)
# Correctly spam:     312050  30.556%  (36.607% of spam corpus)
# False positives:      1842  0.180%  (1.091% of nonspam, 527046 weighted)
# False negatives:    540390  52.915%  (63.393% of spam, 1456170 weighted)
# Average score for spam:  5.1    nonspam: 0.5
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              1021241  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21040  98.95%
# Correctly spam:      38979  36.66%
# False positives:       224  1.05%
# False negatives:     67351  63.34%
# TCR(l=50): 1.353643  SpamRecall: 36.659%  SpamPrec: 99.429%

##### 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: 168496  99.82%
# Correctly spam:      49035  5.75%
# False positives:       305  0.18%
# False negatives:    803405  94.25%
# TCR(l=50): 1.041269  SpamRecall: 5.752%  SpamPrec: 99.382%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21234  99.86%
# Correctly spam:       6073  5.71%
# False positives:        30  0.14%
# False negatives:    100257  94.29%
# TCR(l=50): 1.044940  SpamRecall: 5.711%  SpamPrec: 99.508%