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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 278067  47.939%  (99.695% of non-spam corpus)
# Correctly spam:     164249  28.317%  (54.545% of spam corpus)
# False positives:       852  0.147%  (0.305% of nonspam,  28538 weighted)
# False negatives:    136878  23.598%  (45.455% of spam, 247907 weighted)
# Average score for spam:  6.7    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              580046  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34800  99.73%
# Correctly spam:      20592  54.80%
# False positives:        94  0.27%
# False negatives:     16987  45.20%
# TCR(l=50): 1.732789  SpamRecall: 54.797%  SpamPrec: 99.546%

##### 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: 268643  96.32%
# Correctly spam:     106417  35.34%
# False positives:     10276  3.68%
# False negatives:    194710  64.66%
# TCR(l=50): 0.425014  SpamRecall: 35.340%  SpamPrec: 91.194%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33599  96.29%
# Correctly spam:      13357  35.54%
# False positives:      1295  3.71%
# False negatives:     24222  64.46%
# TCR(l=50): 0.422369  SpamRecall: 35.544%  SpamPrec: 91.162%