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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 452217  37.062%  (97.359% of non-spam corpus)
# Correctly spam:     418856  34.328%  (55.427% of spam corpus)
# False positives:     12266  1.005%  (2.641% of nonspam, 597326 weighted)
# False negatives:    336830  27.605%  (44.573% of spam, 877956 weighted)
# Average score for spam:  6.4    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              1220169  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  56267  97.13%
# Correctly spam:      52189  55.39%
# False positives:      1665  2.87%
# False negatives:     42036  44.61%
# TCR(l=50): 0.752079  SpamRecall: 55.388%  SpamPrec: 96.908%

##### 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: 452554  97.43%
# Correctly spam:     323589  42.82%
# False positives:     11929  2.57%
# False negatives:    432097  57.18%
# TCR(l=50): 0.734712  SpamRecall: 42.821%  SpamPrec: 96.445%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  56419  97.39%
# Correctly spam:      40306  42.78%
# False positives:      1513  2.61%
# False negatives:     53919  57.22%
# TCR(l=50): 0.727219  SpamRecall: 42.776%  SpamPrec: 96.382%