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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181862  43.193%  (96.403% of non-spam corpus)
# Correctly spam:     149674  35.548%  (64.405% of spam corpus)
# False positives:      6786  1.612%  (3.597% of nonspam, 262212 weighted)
# False negatives:     82722  19.647%  (35.595% of spam, 224536 weighted)
# Average score for spam:  9.8    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              421044  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22758  96.11%
# Correctly spam:      18823  64.67%
# False positives:       921  3.89%
# False negatives:     10281  35.33%
# TCR(l=50): 0.516660  SpamRecall: 64.675%  SpamPrec: 95.335%

##### 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: 182782  96.89%
# Correctly spam:      50527  21.74%
# False positives:      5866  3.11%
# False negatives:    181869  78.26%
# TCR(l=50): 0.489081  SpamRecall: 21.742%  SpamPrec: 89.598%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22970  97.01%
# Correctly spam:       6451  22.17%
# False positives:       709  2.99%
# False negatives:     22653  77.83%
# TCR(l=50): 0.500904  SpamRecall: 22.165%  SpamPrec: 90.098%