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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 406187  36.895%  (99.588% of non-spam corpus)
# Correctly spam:     551071  50.055%  (79.511% of spam corpus)
# False positives:      1681  0.153%  (0.412% of nonspam, 176537 weighted)
# False negatives:    142002  12.898%  (20.489% of spam, 301847 weighted)
# Average score for spam:  12.2    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              1100941  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50664  99.61%
# Correctly spam:      68759  79.54%
# False positives:       199  0.39%
# False negatives:     17690  20.46%
# TCR(l=50): 3.127677  SpamRecall: 79.537%  SpamPrec: 99.711%

##### 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: 406029  99.55%
# Correctly spam:     360440  52.01%
# False positives:      1839  0.45%
# False negatives:    332633  47.99%
# TCR(l=50): 1.632362  SpamRecall: 52.006%  SpamPrec: 99.492%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50655  99.59%
# Correctly spam:      44799  51.82%
# False positives:       208  0.41%
# False negatives:     41650  48.18%
# TCR(l=50): 1.660884  SpamRecall: 51.821%  SpamPrec: 99.538%