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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175717  37.826%  (96.759% of non-spam corpus)
# Correctly spam:     207244  44.612%  (73.246% of spam corpus)
# False positives:      5886  1.267%  (3.241% of nonspam, 277517 weighted)
# False negatives:     75698  16.295%  (26.754% of spam, 165341 weighted)
# Average score for spam:  13.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              464545  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22085  96.85%
# Correctly spam:      26033  73.56%
# False positives:       719  3.15%
# False negatives:      9359  26.44%
# TCR(l=50): 0.781125  SpamRecall: 73.556%  SpamPrec: 97.312%

##### 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: 176178  97.01%
# Correctly spam:      73452  25.96%
# False positives:      5425  2.99%
# False negatives:    209490  74.04%
# TCR(l=50): 0.588555  SpamRecall: 25.960%  SpamPrec: 93.122%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22147  97.12%
# Correctly spam:       9106  25.73%
# False positives:       657  2.88%
# False negatives:     26286  74.27%
# TCR(l=50): 0.598485  SpamRecall: 25.729%  SpamPrec: 93.271%