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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185907  59.295%  (99.222% of non-spam corpus)
# Correctly spam:      87163  27.801%  (69.086% of spam corpus)
# False positives:      1457  0.465%  (0.778% of nonspam,  62847 weighted)
# False negatives:     39003  12.440%  (30.914% of spam, 107815 weighted)
# Average score for spam:  11.7    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              313530  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23309  99.12%
# Correctly spam:      10904  68.84%
# False positives:       206  0.88%
# False negatives:      4935  31.16%
# TCR(l=50): 1.039646  SpamRecall: 68.843%  SpamPrec: 98.146%

##### 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: 186462  99.52%
# Correctly spam:      73111  57.95%
# False positives:       902  0.48%
# False negatives:     53055  42.05%
# TCR(l=50): 1.285375  SpamRecall: 57.948%  SpamPrec: 98.781%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23385  99.45%
# Correctly spam:       9142  57.72%
# False positives:       130  0.55%
# False negatives:      6697  42.28%
# TCR(l=50): 1.200197  SpamRecall: 57.718%  SpamPrec: 98.598%