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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 187488  21.319%  (99.769% of non-spam corpus)
# Correctly spam:     113636  12.922%  (16.433% of spam corpus)
# False positives:       435  0.049%  (0.231% of nonspam,  97468 weighted)
# False negatives:    577871  65.710%  (83.567% of spam, 974495 weighted)
# Average score for spam:  3.3    nonspam: -0.1
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              879430  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23524  99.80%
# Correctly spam:      14141  16.40%
# False positives:        48  0.20%
# False negatives:     72106  83.60%
# TCR(l=50): 1.157585  SpamRecall: 16.396%  SpamPrec: 99.662%

##### 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: 187671  99.87%
# Correctly spam:      76463  11.06%
# False positives:       252  0.13%
# False negatives:    615044  88.94%
# TCR(l=50): 1.101750  SpamRecall: 11.057%  SpamPrec: 99.672%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23543  99.88%
# Correctly spam:       9585  11.11%
# False positives:        29  0.12%
# False negatives:     76662  88.89%
# TCR(l=50): 1.104145  SpamRecall: 11.113%  SpamPrec: 99.698%