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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174550  25.808%  (94.631% of non-spam corpus)
# Correctly spam:     340817  50.392%  (69.289% of spam corpus)
# False positives:      9903  1.464%  (5.369% of nonspam, 809826 weighted)
# False negatives:    151060  22.335%  (30.711% of spam, 364113 weighted)
# Average score for spam:  7.7    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              676330  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21829  94.29%
# Correctly spam:      42497  69.20%
# False positives:      1322  5.71%
# False negatives:     18919  30.80%
# TCR(l=50): 0.722380  SpamRecall: 69.195%  SpamPrec: 96.983%

##### 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: 175200  94.98%
# Correctly spam:      96767  19.67%
# False positives:      9253  5.02%
# False negatives:    395110  80.33%
# TCR(l=50): 0.573444  SpamRecall: 19.673%  SpamPrec: 91.272%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21941  94.77%
# Correctly spam:      12081  19.67%
# False positives:      1210  5.23%
# False negatives:     49335  80.33%
# TCR(l=50): 0.559166  SpamRecall: 19.671%  SpamPrec: 90.896%