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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 221768  35.819%  (99.559% of non-spam corpus)
# Correctly spam:     277159  44.766%  (69.922% of spam corpus)
# False positives:       983  0.159%  (0.441% of nonspam,  57662 weighted)
# False negatives:    119224  19.257%  (30.078% of spam, 204251 weighted)
# Average score for spam:  11.5    nonspam: 0.7
# Average for false-pos:   6.6  false-neg: 1.7
# TOTAL:              619134  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27720  99.48%
# Correctly spam:      34651  70.08%
# False positives:       146  0.52%
# False negatives:     14797  29.92%
# TCR(l=50): 2.237770  SpamRecall: 70.076%  SpamPrec: 99.580%

##### 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: 213311  95.76%
# Correctly spam:     209492  52.85%
# False positives:      9440  4.24%
# False negatives:    186891  47.15%
# TCR(l=50): 0.601591  SpamRecall: 52.851%  SpamPrec: 95.688%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26650  95.64%
# Correctly spam:      26027  52.64%
# False positives:      1216  4.36%
# False negatives:     23421  47.36%
# TCR(l=50): 0.587122  SpamRecall: 52.635%  SpamPrec: 95.536%