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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297752  43.153%  (98.564% of non-spam corpus)
# Correctly spam:     191716  27.785%  (49.423% of spam corpus)
# False positives:      4338  0.629%  (1.436% of nonspam, 153605 weighted)
# False negatives:    196192  28.434%  (50.577% of spam, 464381 weighted)
# Average score for spam:  5.6    nonspam: 0.9
# Average for false-pos:   5.5  false-neg: 2.4
# TOTAL:              689998  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37076  98.31%
# Correctly spam:      24124  49.90%
# False positives:       637  1.69%
# False negatives:     24216  50.10%
# TCR(l=50): 0.862198  SpamRecall: 49.905%  SpamPrec: 97.427%

##### 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: 295134  97.70%
# Correctly spam:     108071  27.86%
# False positives:      6956  2.30%
# False negatives:    279837  72.14%
# TCR(l=50): 0.618045  SpamRecall: 27.860%  SpamPrec: 93.953%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36877  97.78%
# Correctly spam:      13447  27.82%
# False positives:       836  2.22%
# False negatives:     34893  72.18%
# TCR(l=50): 0.630305  SpamRecall: 27.818%  SpamPrec: 94.147%