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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 182510  49.149%  (99.648% of non-spam corpus)
# Correctly spam:     123056  33.139%  (65.392% of spam corpus)
# False positives:       645  0.174%  (0.352% of nonspam,  20309 weighted)
# False negatives:     65126  17.538%  (34.608% of spam, 105927 weighted)
# Average score for spam:  10.1    nonspam: 0.5
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              371337  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22907  99.60%
# Correctly spam:      15346  65.00%
# False positives:        91  0.40%
# False negatives:      8263  35.00%
# TCR(l=50): 1.842582  SpamRecall: 65.001%  SpamPrec: 99.411%

##### 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: 178443  97.43%
# Correctly spam:     100867  53.60%
# False positives:      4712  2.57%
# False negatives:     87315  46.40%
# TCR(l=50): 0.582760  SpamRecall: 53.601%  SpamPrec: 95.537%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22398  97.39%
# Correctly spam:      12768  54.08%
# False positives:       600  2.61%
# False negatives:     10841  45.92%
# TCR(l=50): 0.578071  SpamRecall: 54.081%  SpamPrec: 95.512%