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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149709  33.808%  (99.572% of non-spam corpus)
# Correctly spam:     288734  65.203%  (98.722% of spam corpus)
# False positives:       644  0.145%  (0.428% of nonspam,  74877 weighted)
# False negatives:      3739  0.844%  (1.278% of spam,   5070 weighted)
# Average score for spam:  31.6    nonspam: -2.0
# Average for false-pos:   6.0  false-neg: 1.4
# TOTAL:              442826  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18813  99.57%
# Correctly spam:      36071  98.78%
# False positives:        82  0.43%
# False negatives:       446  1.22%
# TCR(l=50): 8.032776  SpamRecall: 98.779%  SpamPrec: 99.773%

##### 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: 150142  99.86%
# Correctly spam:     284724  97.35%
# False positives:       211  0.14%
# False negatives:      7749  2.65%
# TCR(l=50): 15.983005  SpamRecall: 97.351%  SpamPrec: 99.926%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18865  99.84%
# Correctly spam:      35571  97.41%
# False positives:        30  0.16%
# False negatives:       946  2.59%
# TCR(l=50): 14.929272  SpamRecall: 97.409%  SpamPrec: 99.916%