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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171589  21.199%  (99.534% of non-spam corpus)
# Correctly spam:     269534  33.299%  (42.310% of spam corpus)
# False positives:       804  0.099%  (0.466% of nonspam, 183029 weighted)
# False negatives:    367508  45.403%  (57.690% of spam, 889119 weighted)
# Average score for spam:  6.3    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              809435  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21592  99.53%
# Correctly spam:      33614  42.28%
# False positives:       103  0.47%
# False negatives:     45890  57.72%
# TCR(l=50): 1.557680  SpamRecall: 42.280%  SpamPrec: 99.695%

##### 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: 171938  99.74%
# Correctly spam:     128617  20.19%
# False positives:       455  0.26%
# False negatives:    508425  79.81%
# TCR(l=50): 1.199307  SpamRecall: 20.190%  SpamPrec: 99.647%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21638  99.74%
# Correctly spam:      15972  20.09%
# False positives:        57  0.26%
# False negatives:     63532  79.91%
# TCR(l=50): 1.197674  SpamRecall: 20.090%  SpamPrec: 99.644%