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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 252219  34.045%  (99.139% of non-spam corpus)
# Correctly spam:     350716  47.340%  (72.099% of spam corpus)
# False positives:      2191  0.296%  (0.861% of nonspam, 132237 weighted)
# False negatives:    135721  18.320%  (27.901% of spam, 324310 weighted)
# Average score for spam:  7.1    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              740847  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31483  99.04%
# Correctly spam:      44021  72.53%
# False positives:       304  0.96%
# False negatives:     16676  27.47%
# TCR(l=50): 1.904160  SpamRecall: 72.526%  SpamPrec: 99.314%

##### 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: 246770  97.00%
# Correctly spam:     206635  42.48%
# False positives:      7640  3.00%
# False negatives:    279802  57.52%
# TCR(l=50): 0.735019  SpamRecall: 42.479%  SpamPrec: 96.434%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30798  96.89%
# Correctly spam:      25560  42.11%
# False positives:       989  3.11%
# False negatives:     35137  57.89%
# TCR(l=50): 0.717569  SpamRecall: 42.111%  SpamPrec: 96.275%
