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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181000  44.429%  (96.223% of non-spam corpus)
# Correctly spam:     127256  31.237%  (58.031% of spam corpus)
# False positives:      7104  1.744%  (3.777% of nonspam, 259142 weighted)
# False negatives:     92033  22.591%  (41.969% of spam, 229393 weighted)
# Average score for spam:  10.0    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              407393  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22708  96.23%
# Correctly spam:      16044  58.47%
# False positives:       889  3.77%
# False negatives:     11398  41.53%
# TCR(l=50): 0.491369  SpamRecall: 58.465%  SpamPrec: 94.750%

##### 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: 182314  96.92%
# Correctly spam:      49290  22.48%
# False positives:      5790  3.08%
# False negatives:    169999  77.52%
# TCR(l=50): 0.477235  SpamRecall: 22.477%  SpamPrec: 89.488%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22865  96.90%
# Correctly spam:       6099  22.23%
# False positives:       732  3.10%
# False negatives:     21343  77.77%
# TCR(l=50): 0.473603  SpamRecall: 22.225%  SpamPrec: 89.284%