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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152652  39.057%  (97.819% of non-spam corpus)
# Correctly spam:      74348  19.022%  (31.666% of spam corpus)
# False positives:      3403  0.871%  (2.181% of nonspam, 151314 weighted)
# False negatives:    160442  41.050%  (68.334% of spam, 373498 weighted)
# Average score for spam:  5.7    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              390845  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19185  97.78%
# Correctly spam:       9332  31.76%
# False positives:       436  2.22%
# False negatives:     20055  68.24%
# TCR(l=50): 0.702114  SpamRecall: 31.756%  SpamPrec: 95.536%

##### 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: 152685  97.84%
# Correctly spam:      38858  16.55%
# False positives:      3370  2.16%
# False negatives:    195932  83.45%
# TCR(l=50): 0.644263  SpamRecall: 16.550%  SpamPrec: 92.020%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19207  97.89%
# Correctly spam:       4955  16.86%
# False positives:       414  2.11%
# False negatives:     24432  83.14%
# TCR(l=50): 0.651134  SpamRecall: 16.861%  SpamPrec: 92.289%