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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195038  20.598%  (98.963% of non-spam corpus)
# Correctly spam:     466812  49.301%  (62.259% of spam corpus)
# False positives:      2044  0.216%  (1.037% of nonspam, 458600 weighted)
# False negatives:    282973  29.885%  (37.741% of spam, 890020 weighted)
# Average score for spam:  6.4    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              946867  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24383  98.97%
# Correctly spam:      58334  62.38%
# False positives:       254  1.03%
# False negatives:     35177  37.62%
# TCR(l=50): 1.953151  SpamRecall: 62.382%  SpamPrec: 99.566%

##### 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: 196806  99.86%
# Correctly spam:      29878  3.98%
# False positives:       276  0.14%
# False negatives:    719907  96.02%
# TCR(l=50): 1.021913  SpamRecall: 3.985%  SpamPrec: 99.085%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24610  99.89%
# Correctly spam:       3703  3.96%
# False positives:        27  0.11%
# False negatives:     89808  96.04%
# TCR(l=50): 1.025812  SpamRecall: 3.960%  SpamPrec: 99.276%
