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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157925  14.731%  (92.971% of non-spam corpus)
# Correctly spam:     698317  65.137%  (77.400% of spam corpus)
# False positives:     11939  1.114%  (7.029% of nonspam, 1692404 weighted)
# False negatives:    203896  19.019%  (22.600% of spam, 338495 weighted)
# Average score for spam:  7.6    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 1.7
# TOTAL:              1072077  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19876  92.89%
# Correctly spam:      86883  77.14%
# False positives:      1521  7.11%
# False negatives:     25747  22.86%
# TCR(l=50): 1.106418  SpamRecall: 77.140%  SpamPrec: 98.279%

##### 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: 168028  98.92%
# Correctly spam:     191760  21.25%
# False positives:      1836  1.08%
# False negatives:    710453  78.75%
# TCR(l=50): 1.124599  SpamRecall: 21.254%  SpamPrec: 99.052%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21151  98.85%
# Correctly spam:      23719  21.06%
# False positives:       246  1.15%
# False negatives:     88911  78.94%
# TCR(l=50): 1.112824  SpamRecall: 21.059%  SpamPrec: 98.974%