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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 122643  43.500%  (98.697% of non-spam corpus)
# Correctly spam:      79602  28.234%  (50.484% of spam corpus)
# False positives:      1619  0.574%  (1.303% of nonspam, 169355 weighted)
# False negatives:     78077  27.693%  (49.516% of spam, 194266 weighted)
# Average score for spam:  6.4    nonspam: 0.1
# Average for false-pos:   8.2  false-neg: 2.5
# TOTAL:              281941  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15386  98.67%
# Correctly spam:       9999  50.37%
# False positives:       207  1.33%
# False negatives:      9853  49.63%
# TCR(l=50): 0.982626  SpamRecall: 50.368%  SpamPrec: 97.972%

##### 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: 122737  98.77%
# Correctly spam:      23342  14.80%
# False positives:      1525  1.23%
# False negatives:    134337  85.20%
# TCR(l=50): 0.748759  SpamRecall: 14.803%  SpamPrec: 93.867%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15399  98.76%
# Correctly spam:       2953  14.88%
# False positives:       194  1.24%
# False negatives:     16899  85.12%
# TCR(l=50): 0.746344  SpamRecall: 14.875%  SpamPrec: 93.835%