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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 389781  50.988%  (99.311% of non-spam corpus)
# Correctly spam:     186768  24.432%  (50.211% of spam corpus)
# False positives:      2705  0.354%  (0.689% of nonspam,  79037 weighted)
# False negatives:    185197  24.226%  (49.789% of spam, 396606 weighted)
# Average score for spam:  5.6    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              764451  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48437  98.93%
# Correctly spam:      23860  51.52%
# False positives:       523  1.07%
# False negatives:     22451  48.48%
# TCR(l=50): 0.952882  SpamRecall: 51.521%  SpamPrec: 97.855%

##### 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: 385474  98.21%
# Correctly spam:     122123  32.83%
# False positives:      7012  1.79%
# False negatives:    249842  67.17%
# TCR(l=50): 0.619485  SpamRecall: 32.832%  SpamPrec: 94.570%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48065  98.17%
# Correctly spam:      15352  33.15%
# False positives:       895  1.83%
# False negatives:     30959  66.85%
# TCR(l=50): 0.611697  SpamRecall: 33.150%  SpamPrec: 94.491%