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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 215026  20.293%  (99.591% of non-spam corpus)
# Correctly spam:     603647  56.969%  (71.548% of spam corpus)
# False positives:       882  0.083%  (0.409% of nonspam, 223080 weighted)
# False negatives:    240048  22.655%  (28.452% of spam, 184153 weighted)
# Average score for spam:  9.6    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 0.8
# TOTAL:              1059603  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26934  99.58%
# Correctly spam:      75660  71.94%
# False positives:       113  0.42%
# False negatives:     29509  28.06%
# TCR(l=50): 2.991240  SpamRecall: 71.941%  SpamPrec: 99.851%

##### 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: 215454  99.79%
# Correctly spam:     391002  46.34%
# False positives:       454  0.21%
# False negatives:    452693  53.66%
# TCR(l=50): 1.774732  SpamRecall: 46.344%  SpamPrec: 99.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26990  99.79%
# Correctly spam:      48937  46.53%
# False positives:        57  0.21%
# False negatives:     56232  53.47%
# TCR(l=50): 1.780051  SpamRecall: 46.532%  SpamPrec: 99.884%