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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151746  46.627%  (97.786% of non-spam corpus)
# Correctly spam:      77531  23.823%  (45.536% of spam corpus)
# False positives:      3436  1.056%  (2.214% of nonspam, 111633 weighted)
# False negatives:     92733  28.494%  (54.464% of spam, 320289 weighted)
# Average score for spam:  6.0    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.5
# TOTAL:              325446  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19012  97.35%
# Correctly spam:       9846  45.92%
# False positives:       518  2.65%
# False negatives:     11594  54.08%
# TCR(l=50): 0.571825  SpamRecall: 45.924%  SpamPrec: 95.002%

##### 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: 151293  97.49%
# Correctly spam:      41980  24.66%
# False positives:      3889  2.51%
# False negatives:    128284  75.34%
# TCR(l=50): 0.527568  SpamRecall: 24.656%  SpamPrec: 91.522%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19037  97.48%
# Correctly spam:       5190  24.21%
# False positives:       493  2.52%
# False negatives:     16250  75.79%
# TCR(l=50): 0.524205  SpamRecall: 24.207%  SpamPrec: 91.325%