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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 436982  38.803%  (97.157% of non-spam corpus)
# Correctly spam:     312075  27.712%  (46.139% of spam corpus)
# False positives:     12787  1.135%  (2.843% of nonspam, 566650 weighted)
# False negatives:    364301  32.349%  (53.861% of spam, 883988 weighted)
# Average score for spam:  5.8    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              1126145  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54355  96.93%
# Correctly spam:      38870  46.07%
# False positives:      1724  3.07%
# False negatives:     45509  53.93%
# TCR(l=50): 0.640647  SpamRecall: 46.066%  SpamPrec: 95.753%

##### 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: 437213  97.21%
# Correctly spam:     259941  38.43%
# False positives:     12556  2.79%
# False negatives:    416435  61.57%
# TCR(l=50): 0.647724  SpamRecall: 38.431%  SpamPrec: 95.392%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54480  97.15%
# Correctly spam:      32418  38.42%
# False positives:      1599  2.85%
# False negatives:     51961  61.58%
# TCR(l=50): 0.639666  SpamRecall: 38.420%  SpamPrec: 95.299%