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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175897  32.886%  (94.529% of non-spam corpus)
# Correctly spam:     212274  39.687%  (60.860% of spam corpus)
# False positives:     10181  1.903%  (5.471% of nonspam, 585155 weighted)
# False negatives:    136519  25.524%  (39.140% of spam, 276642 weighted)
# Average score for spam:  10.8    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.0
# TOTAL:              534871  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22142  94.82%
# Correctly spam:      26315  60.52%
# False positives:      1210  5.18%
# False negatives:     17165  39.48%
# TCR(l=50): 0.559840  SpamRecall: 60.522%  SpamPrec: 95.604%

##### 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: 176597  94.90%
# Correctly spam:     109847  31.49%
# False positives:      9481  5.10%
# False negatives:    238946  68.51%
# TCR(l=50): 0.489193  SpamRecall: 31.493%  SpamPrec: 92.055%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22229  95.19%
# Correctly spam:      13530  31.12%
# False positives:      1123  4.81%
# False negatives:     29950  68.88%
# TCR(l=50): 0.504994  SpamRecall: 31.118%  SpamPrec: 92.336%