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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169077  45.392%  (99.544% of non-spam corpus)
# Correctly spam:     199614  53.590%  (98.512% of spam corpus)
# False positives:       775  0.208%  (0.456% of nonspam,  54751 weighted)
# False negatives:      3015  0.809%  (1.488% of spam,   6380 weighted)
# Average score for spam:  29.9    nonspam: -1.1
# Average for false-pos:   5.9  false-neg: 2.1
# TOTAL:              372481  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21297  99.54%
# Correctly spam:      24952  98.50%
# False positives:        98  0.46%
# False negatives:       380  1.50%
# TCR(l=50): 4.797727  SpamRecall: 98.500%  SpamPrec: 99.609%

##### 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: 169658  99.89%
# Correctly spam:     194139  95.81%
# False positives:       194  0.11%
# False negatives:      8490  4.19%
# TCR(l=50): 11.139582  SpamRecall: 95.810%  SpamPrec: 99.900%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21365  99.86%
# Correctly spam:      24253  95.74%
# False positives:        30  0.14%
# False negatives:      1079  4.26%
# TCR(l=50): 9.822412  SpamRecall: 95.741%  SpamPrec: 99.876%