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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194512  32.875%  (96.468% of non-spam corpus)
# Correctly spam:     224033  37.864%  (57.439% of spam corpus)
# False positives:      7121  1.204%  (3.532% of nonspam, 439656 weighted)
# False negatives:    166006  28.057%  (42.561% of spam, 652918 weighted)
# Average score for spam:  8.2    nonspam: 0.8
# Average for false-pos:   6.4  false-neg: 3.9
# TOTAL:              591672  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24248  96.19%
# Correctly spam:      27790  57.15%
# False positives:       961  3.81%
# False negatives:     20839  42.85%
# TCR(l=50): 0.705904  SpamRecall: 57.147%  SpamPrec: 96.658%

##### 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: 195735  97.07%
# Correctly spam:      53806  13.80%
# False positives:      5898  2.93%
# False negatives:    336233  86.20%
# TCR(l=50): 0.617998  SpamRecall: 13.795%  SpamPrec: 90.121%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24471  97.07%
# Correctly spam:       6742  13.86%
# False positives:       738  2.93%
# False negatives:     41887  86.14%
# TCR(l=50): 0.617221  SpamRecall: 13.864%  SpamPrec: 90.134%