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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 233905  38.972%  (99.721% of non-spam corpus)
# Correctly spam:     277502  46.236%  (75.898% of spam corpus)
# False positives:       655  0.109%  (0.279% of nonspam,  30530 weighted)
# False negatives:     88125  14.683%  (24.102% of spam, 132957 weighted)
# Average score for spam:  12.1    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 1.5
# TOTAL:              600187  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29263  99.67%
# Correctly spam:      34538  75.79%
# False positives:        96  0.33%
# False negatives:     11032  24.21%
# TCR(l=50): 2.878348  SpamRecall: 75.791%  SpamPrec: 99.723%

##### 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: 225183  96.00%
# Correctly spam:     201518  55.12%
# False positives:      9377  4.00%
# False negatives:    164109  44.88%
# TCR(l=50): 0.577647  SpamRecall: 55.116%  SpamPrec: 95.554%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28179  95.98%
# Correctly spam:      25039  54.95%
# False positives:      1180  4.02%
# False negatives:     20531  45.05%
# TCR(l=50): 0.572984  SpamRecall: 54.946%  SpamPrec: 95.499%