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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150836  24.536%  (98.871% of non-spam corpus)
# Correctly spam:     282404  45.937%  (61.100% of spam corpus)
# False positives:      1723  0.280%  (1.129% of nonspam, 352608 weighted)
# False negatives:    179795  29.246%  (38.900% of spam, 706898 weighted)
# Average score for spam:  7.5    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 3.9
# TOTAL:              614758  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18965  98.88%
# Correctly spam:      26057  45.22%
# False positives:       214  1.12%
# False negatives:     31566  54.78%
# TCR(l=50): 1.363342  SpamRecall: 45.220%  SpamPrec: 99.185%

##### 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: 151352  99.21%
# Correctly spam:     132663  28.70%
# False positives:      1207  0.79%
# False negatives:    329536  71.30%
# TCR(l=50): 1.185472  SpamRecall: 28.703%  SpamPrec: 99.098%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19034  99.24%
# Correctly spam:      16474  28.59%
# False positives:       145  0.76%
# False negatives:     41149  71.41%
# TCR(l=50): 1.190582  SpamRecall: 28.589%  SpamPrec: 99.128%