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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 906478  45.186%  (99.834% of non-spam corpus)
# Correctly spam:     1016700  50.680%  (92.584% of spam corpus)
# False positives:      1503  0.075%  (0.166% of nonspam,  58841 weighted)
# False negatives:     81441  4.060%  (7.416% of spam, 188373 weighted)
# Average score for spam:  14.7    nonspam: 0.1
# Average for false-pos:   6.5  false-neg: 2.3
# TOTAL:              2006122  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 113115  99.82%
# Correctly spam:     127612  93.13%
# False positives:       202  0.18%
# False negatives:      9408  6.87%
# TCR(l=50): 7.023785  SpamRecall: 93.134%  SpamPrec: 99.842%

##### 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: 898705  98.98%
# Correctly spam:     712683  64.90%
# False positives:      9276  1.02%
# False negatives:    385458  35.10%
# TCR(l=50): 1.293059  SpamRecall: 64.899%  SpamPrec: 98.715%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112205  99.02%
# Correctly spam:      89011  64.96%
# False positives:      1112  0.98%
# False negatives:     48009  35.04%
# TCR(l=50): 1.322472  SpamRecall: 64.962%  SpamPrec: 98.766%