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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 318411  49.736%  (99.720% of non-spam corpus)
# Correctly spam:     288291  45.031%  (89.837% of spam corpus)
# False positives:       893  0.139%  (0.280% of nonspam,  63748 weighted)
# False negatives:     32612  5.094%  (10.163% of spam,  55855 weighted)
# Average score for spam:  18.1    nonspam: -0.8
# Average for false-pos:   7.1  false-neg: 1.7
# TOTAL:              640207  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39658  99.72%
# Correctly spam:      35854  89.72%
# False positives:       113  0.28%
# False negatives:      4110  10.28%
# TCR(l=50): 4.094672  SpamRecall: 89.716%  SpamPrec: 99.686%

##### 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: 318280  99.68%
# Correctly spam:     250050  77.92%
# False positives:      1024  0.32%
# False negatives:     70853  22.08%
# TCR(l=50): 2.629210  SpamRecall: 77.921%  SpamPrec: 99.592%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39642  99.68%
# Correctly spam:      31151  77.95%
# False positives:       129  0.32%
# False negatives:      8813  22.05%
# TCR(l=50): 2.618358  SpamRecall: 77.948%  SpamPrec: 99.588%