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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 249781  27.951%  (99.365% of non-spam corpus)
# Correctly spam:     519187  58.097%  (80.835% of spam corpus)
# False positives:      1596  0.179%  (0.635% of nonspam, 117776 weighted)
# False negatives:    123090  13.774%  (19.165% of spam, 230151 weighted)
# Average score for spam:  13.7    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 1.9
# TOTAL:              893654  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31194  99.41%
# Correctly spam:      65139  81.28%
# False positives:       184  0.59%
# False negatives:     15001  18.72%
# TCR(l=50): 3.311433  SpamRecall: 81.282%  SpamPrec: 99.718%

##### 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: 244813  97.39%
# Correctly spam:     310569  48.35%
# False positives:      6564  2.61%
# False negatives:    331708  51.65%
# TCR(l=50): 0.973283  SpamRecall: 48.354%  SpamPrec: 97.930%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30522  97.27%
# Correctly spam:      38774  48.38%
# False positives:       856  2.73%
# False negatives:     41366  51.62%
# TCR(l=50): 0.952166  SpamRecall: 48.383%  SpamPrec: 97.840%