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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 318607  35.041%  (99.583% of non-spam corpus)
# Correctly spam:     481183  52.922%  (81.653% of spam corpus)
# False positives:      1333  0.147%  (0.417% of nonspam, 147709 weighted)
# False negatives:    108116  11.891%  (18.347% of spam, 341769 weighted)
# Average score for spam:  9.3    nonspam: 0.3
# Average for false-pos:   6.0  false-neg: 3.2
# TOTAL:              909239  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39700  99.61%
# Correctly spam:      60062  81.61%
# False positives:       155  0.39%
# False negatives:     13530  18.39%
# TCR(l=50): 3.458271  SpamRecall: 81.615%  SpamPrec: 99.743%

##### 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: 318716  99.62%
# Correctly spam:     304101  51.60%
# False positives:      1224  0.38%
# False negatives:    285198  48.40%
# TCR(l=50): 1.701219  SpamRecall: 51.604%  SpamPrec: 99.599%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39713  99.64%
# Correctly spam:      37965  51.59%
# False positives:       142  0.36%
# False negatives:     35627  48.41%
# TCR(l=50): 1.722377  SpamRecall: 51.588%  SpamPrec: 99.627%