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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152895  50.337%  (99.560% of non-spam corpus)
# Correctly spam:      87282  28.736%  (58.122% of spam corpus)
# False positives:       676  0.223%  (0.440% of nonspam,  38971 weighted)
# False negatives:     62889  20.705%  (41.878% of spam, 162964 weighted)
# Average score for spam:  8.4    nonspam: -0.5
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              303742  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19244  99.61%
# Correctly spam:      10917  57.89%
# False positives:        75  0.39%
# False negatives:      7942  42.11%
# TCR(l=50): 1.612983  SpamRecall: 57.887%  SpamPrec: 99.318%

##### 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: 153118  99.71%
# Correctly spam:      65529  43.64%
# False positives:       453  0.29%
# False negatives:     84642  56.36%
# TCR(l=50): 1.399648  SpamRecall: 43.636%  SpamPrec: 99.313%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19263  99.71%
# Correctly spam:       8177  43.36%
# False positives:        56  0.29%
# False negatives:     10682  56.64%
# TCR(l=50): 1.398828  SpamRecall: 43.359%  SpamPrec: 99.320%