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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 260697  34.451%  (99.151% of non-spam corpus)
# Correctly spam:     352788  46.621%  (71.445% of spam corpus)
# False positives:      2231  0.295%  (0.849% of nonspam, 135941 weighted)
# False negatives:    141003  18.633%  (28.555% of spam, 343795 weighted)
# Average score for spam:  6.7    nonspam: 0.7
# Average for false-pos:   6.5  false-neg: 2.4
# TOTAL:              756719  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32569  99.10%
# Correctly spam:      44192  71.68%
# False positives:       296  0.90%
# False negatives:     17461  28.32%
# TCR(l=50): 1.911069  SpamRecall: 71.679%  SpamPrec: 99.335%

##### 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: 255688  97.25%
# Correctly spam:     165747  33.57%
# False positives:      7240  2.75%
# False negatives:    328044  66.43%
# TCR(l=50): 0.715593  SpamRecall: 33.566%  SpamPrec: 95.815%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31972  97.28%
# Correctly spam:      20736  33.63%
# False positives:       893  2.72%
# False negatives:     40917  66.37%
# TCR(l=50): 0.720523  SpamRecall: 33.633%  SpamPrec: 95.871%