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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178354  41.828%  (99.575% of non-spam corpus)
# Correctly spam:     196181  46.008%  (79.334% of spam corpus)
# False positives:       762  0.179%  (0.425% of nonspam,  63873 weighted)
# False negatives:     51105  11.985%  (20.666% of spam, 108998 weighted)
# Average score for spam:  11.0    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              426402  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22390  99.52%
# Correctly spam:      24496  79.38%
# False positives:       109  0.48%
# False negatives:      6365  20.62%
# TCR(l=50): 2.612019  SpamRecall: 79.375%  SpamPrec: 99.557%

##### 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: 178719  99.78%
# Correctly spam:     147654  59.71%
# False positives:       397  0.22%
# False negatives:     99632  40.29%
# TCR(l=50): 2.069651  SpamRecall: 59.710%  SpamPrec: 99.732%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22440  99.74%
# Correctly spam:      18309  59.33%
# False positives:        59  0.26%
# False negatives:     12552  40.67%
# TCR(l=50): 1.990775  SpamRecall: 59.327%  SpamPrec: 99.679%