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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150037  17.174%  (99.272% of non-spam corpus)
# Correctly spam:     359908  41.196%  (49.813% of spam corpus)
# False positives:      1100  0.126%  (0.728% of nonspam, 326863 weighted)
# False negatives:    362607  41.505%  (50.187% of spam, 828118 weighted)
# Average score for spam:  12.1    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              873652  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18832  99.18%
# Correctly spam:      44867  49.80%
# False positives:       155  0.82%
# False negatives:     45232  50.20%
# TCR(l=50): 1.700559  SpamRecall: 49.797%  SpamPrec: 99.656%

##### 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: 150719  99.72%
# Correctly spam:     180206  24.94%
# False positives:       418  0.28%
# False negatives:    542309  75.06%
# TCR(l=50): 1.282854  SpamRecall: 24.941%  SpamPrec: 99.769%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18933  99.72%
# Correctly spam:      22504  24.98%
# False positives:        54  0.28%
# False negatives:     67595  75.02%
# TCR(l=50): 1.281727  SpamRecall: 24.977%  SpamPrec: 99.761%