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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180056  47.261%  (96.743% of non-spam corpus)
# Correctly spam:     114782  30.128%  (58.904% of spam corpus)
# False positives:      6062  1.591%  (3.257% of nonspam, 191868 weighted)
# False negatives:     80082  21.020%  (41.096% of spam, 180457 weighted)
# Average score for spam:  7.9    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              380982  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22577  96.66%
# Correctly spam:      14448  59.22%
# False positives:       781  3.34%
# False negatives:      9950  40.78%
# TCR(l=50): 0.497918  SpamRecall: 59.218%  SpamPrec: 94.872%

##### 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: 180372  96.91%
# Correctly spam:      41416  21.25%
# False positives:      5746  3.09%
# False negatives:    153448  78.75%
# TCR(l=50): 0.442121  SpamRecall: 21.254%  SpamPrec: 87.816%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22626  96.87%
# Correctly spam:       5211  21.36%
# False positives:       732  3.13%
# False negatives:     19187  78.64%
# TCR(l=50): 0.437342  SpamRecall: 21.358%  SpamPrec: 87.683%