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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145100  41.576%  (99.572% of non-spam corpus)
# Correctly spam:      61912  17.740%  (30.457% of spam corpus)
# False positives:       623  0.179%  (0.428% of nonspam,  27067 weighted)
# False negatives:    141365  40.506%  (69.543% of spam, 211428 weighted)
# Average score for spam:  4.2    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 1.5
# TOTAL:              349000  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18203  99.61%
# Correctly spam:       7932  31.19%
# False positives:        71  0.39%
# False negatives:     17497  68.81%
# TCR(l=50): 1.208201  SpamRecall: 31.193%  SpamPrec: 99.113%

##### 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: 143818  98.69%
# Correctly spam:      22016  10.83%
# False positives:      1905  1.31%
# False negatives:    181261  89.17%
# TCR(l=50): 0.735150  SpamRecall: 10.831%  SpamPrec: 92.036%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18033  98.68%
# Correctly spam:       2864  11.26%
# False positives:       241  1.32%
# False negatives:     22565  88.74%
# TCR(l=50): 0.734624  SpamRecall: 11.263%  SpamPrec: 92.238%