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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 340350  22.319%  (99.748% of non-spam corpus)
# Correctly spam:     1064313  69.793%  (89.910% of spam corpus)
# False positives:       861  0.056%  (0.252% of nonspam,  95724 weighted)
# False negatives:    119440  7.832%  (10.090% of spam, 274721 weighted)
# Average score for spam:  14.3    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.3
# TOTAL:              1524964  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42388  99.70%
# Correctly spam:     133015  89.98%
# False positives:       127  0.30%
# False negatives:     14809  10.02%
# TCR(l=50): 6.986342  SpamRecall: 89.982%  SpamPrec: 99.905%

##### 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: 331433  97.13%
# Correctly spam:     428338  36.18%
# False positives:      9778  2.87%
# False negatives:    755415  63.82%
# TCR(l=50): 0.951329  SpamRecall: 36.185%  SpamPrec: 97.768%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41309  97.16%
# Correctly spam:      53477  36.18%
# False positives:      1206  2.84%
# False negatives:     94347  63.82%
# TCR(l=50): 0.955880  SpamRecall: 36.176%  SpamPrec: 97.795%