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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145685  32.427%  (99.571% of non-spam corpus)
# Correctly spam:     299470  66.656%  (98.848% of spam corpus)
# False positives:       628  0.140%  (0.429% of nonspam,  78316 weighted)
# False negatives:      3491  0.777%  (1.152% of spam,   5177 weighted)
# Average score for spam:  31.8    nonspam: -1.8
# Average for false-pos:   6.0  false-neg: 1.5
# TOTAL:              449274  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18272  99.53%
# Correctly spam:      37395  98.88%
# False positives:        86  0.47%
# False negatives:       425  1.12%
# TCR(l=50): 8.004233  SpamRecall: 98.876%  SpamPrec: 99.771%

##### 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: 146100  99.85%
# Correctly spam:     295489  97.53%
# False positives:       213  0.15%
# False negatives:      7472  2.47%
# TCR(l=50): 16.717857  SpamRecall: 97.534%  SpamPrec: 99.928%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18332  99.86%
# Correctly spam:      36940  97.67%
# False positives:        26  0.14%
# False negatives:       880  2.33%
# TCR(l=50): 17.348624  SpamRecall: 97.673%  SpamPrec: 99.930%