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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153672  50.225%  (97.527% of non-spam corpus)
# Correctly spam:     105203  34.384%  (70.892% of spam corpus)
# False positives:      3897  1.274%  (2.473% of nonspam, 107630 weighted)
# False negatives:     43197  14.118%  (29.108% of spam,  89404 weighted)
# Average score for spam:  11.4    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.1
# TOTAL:              305969  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19337  97.49%
# Correctly spam:      13192  70.83%
# False positives:       497  2.51%
# False negatives:      5432  29.17%
# TCR(l=50): 0.615019  SpamRecall: 70.833%  SpamPrec: 96.369%

##### 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: 153749  97.58%
# Correctly spam:      52785  35.57%
# False positives:      3820  2.42%
# False negatives:     95615  64.43%
# TCR(l=50): 0.517768  SpamRecall: 35.569%  SpamPrec: 93.251%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19373  97.68%
# Correctly spam:       6665  35.79%
# False positives:       461  2.32%
# False negatives:     11959  64.21%
# TCR(l=50): 0.531977  SpamRecall: 35.787%  SpamPrec: 93.531%