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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143550  21.543%  (95.904% of non-spam corpus)
# Correctly spam:     237836  35.692%  (46.032% of spam corpus)
# False positives:      6131  0.920%  (4.096% of nonspam, 647974 weighted)
# False negatives:    278840  41.845%  (53.968% of spam, 673620 weighted)
# Average score for spam:  10.5    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              666357  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18030  95.96%
# Correctly spam:      29881  46.32%
# False positives:       759  4.04%
# False negatives:     34632  53.68%
# TCR(l=50): 0.888829  SpamRecall: 46.318%  SpamPrec: 97.523%

##### 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: 144049  96.24%
# Correctly spam:     175989  34.06%
# False positives:      5632  3.76%
# False negatives:    340687  65.94%
# TCR(l=50): 0.830286  SpamRecall: 34.062%  SpamPrec: 96.899%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18096  96.31%
# Correctly spam:      22051  34.18%
# False positives:       693  3.69%
# False negatives:     42462  65.82%
# TCR(l=50): 0.836614  SpamRecall: 34.181%  SpamPrec: 96.953%