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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 116354  18.399%  (92.998% of non-spam corpus)
# Correctly spam:     362360  57.299%  (71.431% of spam corpus)
# False positives:      8760  1.385%  (7.002% of nonspam, 1102779 weighted)
# False negatives:    144924  22.917%  (28.569% of spam, 301630 weighted)
# Average score for spam:  7.0    nonspam: 1.3
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              632398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14599  93.03%
# Correctly spam:      46118  72.79%
# False positives:      1094  6.97%
# False negatives:     17237  27.21%
# TCR(l=50): 0.880701  SpamRecall: 72.793%  SpamPrec: 97.683%

##### 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: 117473  93.89%
# Correctly spam:      68189  13.44%
# False positives:      7641  6.11%
# False negatives:    439095  86.56%
# TCR(l=50): 0.617776  SpamRecall: 13.442%  SpamPrec: 89.924%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14755  94.02%
# Correctly spam:       8556  13.50%
# False positives:       938  5.98%
# False negatives:     54799  86.50%
# TCR(l=50): 0.622966  SpamRecall: 13.505%  SpamPrec: 90.120%