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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155779  51.452%  (97.655% of non-spam corpus)
# Correctly spam:     127123  41.987%  (88.745% of spam corpus)
# False positives:      3740  1.235%  (2.345% of nonspam, 107982 weighted)
# False negatives:     16122  5.325%  (11.255% of spam,  37834 weighted)
# Average score for spam:  12.8    nonspam: 0.5
# Average for false-pos:   6.4  false-neg: 2.3
# TOTAL:              302764  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19632  97.69%
# Correctly spam:      15954  88.78%
# False positives:       465  2.31%
# False negatives:      2016  11.22%
# TCR(l=50): 0.711232  SpamRecall: 88.781%  SpamPrec: 97.168%

##### 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: 157569  98.78%
# Correctly spam:      73249  51.14%
# False positives:      1950  1.22%
# False negatives:     69996  48.86%
# TCR(l=50): 0.855214  SpamRecall: 51.135%  SpamPrec: 97.407%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19867  98.86%
# Correctly spam:       9228  51.35%
# False positives:       230  1.14%
# False negatives:      8742  48.65%
# TCR(l=50): 0.887758  SpamRecall: 51.352%  SpamPrec: 97.568%