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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177549  36.538%  (96.681% of non-spam corpus)
# Correctly spam:     210599  43.339%  (69.668% of spam corpus)
# False positives:      6095  1.254%  (3.319% of nonspam, 313761 weighted)
# False negatives:     91689  18.869%  (30.332% of spam, 223693 weighted)
# Average score for spam:  15.2    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              485932  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22230  96.38%
# Correctly spam:      26341  69.81%
# False positives:       835  3.62%
# False negatives:     11389  30.19%
# TCR(l=50): 0.710025  SpamRecall: 69.814%  SpamPrec: 96.927%

##### 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: 178384  97.14%
# Correctly spam:     130146  43.05%
# False positives:      5260  2.86%
# False negatives:    172142  56.95%
# TCR(l=50): 0.694688  SpamRecall: 43.054%  SpamPrec: 96.115%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22385  97.05%
# Correctly spam:      16126  42.74%
# False positives:       680  2.95%
# False negatives:     21604  57.26%
# TCR(l=50): 0.678548  SpamRecall: 42.741%  SpamPrec: 95.954%