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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157007  54.476%  (98.017% of non-spam corpus)
# Correctly spam:     110578  38.367%  (86.369% of spam corpus)
# False positives:      3176  1.102%  (1.983% of nonspam,  86788 weighted)
# False negatives:     17452  6.055%  (13.631% of spam,  38422 weighted)
# Average score for spam:  11.6    nonspam: 0.1
# Average for false-pos:   6.8  false-neg: 2.2
# TOTAL:              288213  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19792  98.06%
# Correctly spam:      13889  86.37%
# False positives:       391  1.94%
# False negatives:      2191  13.63%
# TCR(l=50): 0.739616  SpamRecall: 86.374%  SpamPrec: 97.262%

##### 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: 158191  98.76%
# Correctly spam:      87713  68.51%
# False positives:      1992  1.24%
# False negatives:     40317  31.49%
# TCR(l=50): 0.915042  SpamRecall: 68.510%  SpamPrec: 97.779%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19926  98.73%
# Correctly spam:      10976  68.26%
# False positives:       257  1.27%
# False negatives:      5104  31.74%
# TCR(l=50): 0.895622  SpamRecall: 68.259%  SpamPrec: 97.712%