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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165097  43.818%  (96.086% of non-spam corpus)
# Correctly spam:     151161  40.119%  (73.752% of spam corpus)
# False positives:      6725  1.785%  (3.914% of nonspam, 250631 weighted)
# False negatives:     53798  14.278%  (26.248% of spam, 166273 weighted)
# Average score for spam:  8.3    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 3.1
# TOTAL:              376781  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20796  96.14%
# Correctly spam:      18973  74.00%
# False positives:       835  3.86%
# False negatives:      6667  26.00%
# TCR(l=50): 0.529566  SpamRecall: 73.998%  SpamPrec: 95.785%

##### 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: 165927  96.57%
# Correctly spam:      37867  18.48%
# False positives:      5895  3.43%
# False negatives:    167092  81.52%
# TCR(l=50): 0.443786  SpamRecall: 18.475%  SpamPrec: 86.529%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20940  96.81%
# Correctly spam:       4835  18.86%
# False positives:       691  3.19%
# False negatives:     20805  81.14%
# TCR(l=50): 0.463192  SpamRecall: 18.857%  SpamPrec: 87.495%