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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145219  33.446%  (99.276% of non-spam corpus)
# Correctly spam:     216734  49.917%  (75.278% of spam corpus)
# False positives:      1059  0.244%  (0.724% of nonspam, 128647 weighted)
# False negatives:     71178  16.393%  (24.722% of spam, 169679 weighted)
# Average score for spam:  22.4    nonspam: -1.0
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              434190  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18222  99.29%
# Correctly spam:      27113  75.33%
# False positives:       130  0.71%
# False negatives:      8878  24.67%
# TCR(l=50): 2.340421  SpamRecall: 75.333%  SpamPrec: 99.523%

##### 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: 145873  99.72%
# Correctly spam:     147721  51.31%
# False positives:       405  0.28%
# False negatives:    140191  48.69%
# TCR(l=50): 1.794504  SpamRecall: 51.308%  SpamPrec: 99.727%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18298  99.71%
# Correctly spam:      18527  51.48%
# False positives:        54  0.29%
# False negatives:     17464  48.52%
# TCR(l=50): 1.784914  SpamRecall: 51.477%  SpamPrec: 99.709%