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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 341234  67.987%  (94.649% of non-spam corpus)
# Correctly spam:      57868  11.529%  (40.928% of spam corpus)
# False positives:     19290  3.843%  (5.351% of nonspam, 221953 weighted)
# False negatives:     83521  16.641%  (59.072% of spam, 173456 weighted)
# Average score for spam:  4.8    nonspam: 1.6
# Average for false-pos:   5.9  false-neg: 2.1
# TOTAL:              501913  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42354  94.30%
# Correctly spam:       7177  40.48%
# False positives:      2560  5.70%
# False negatives:     10554  59.52%
# TCR(l=50): 0.127972  SpamRecall: 40.477%  SpamPrec: 73.709%

##### 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: 341296  94.67%
# Correctly spam:      48320  34.18%
# False positives:     19228  5.33%
# False negatives:     93069  65.82%
# TCR(l=50): 0.134085  SpamRecall: 34.175%  SpamPrec: 71.534%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42525  94.68%
# Correctly spam:       5957  33.60%
# False positives:      2389  5.32%
# False negatives:     11774  66.40%
# TCR(l=50): 0.135120  SpamRecall: 33.597%  SpamPrec: 71.376%