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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178556  28.997%  (99.487% of non-spam corpus)
# Correctly spam:     320311  52.017%  (73.414% of spam corpus)
# False positives:       920  0.149%  (0.513% of nonspam,  71097 weighted)
# False negatives:    115995  18.837%  (26.586% of spam, 264873 weighted)
# Average score for spam:  12.3    nonspam: 0.8
# Average for false-pos:   6.4  false-neg: 2.3
# TOTAL:              615782  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22413  99.44%
# Correctly spam:      39934  73.42%
# False positives:       127  0.56%
# False negatives:     14455  26.58%
# TCR(l=50): 2.614227  SpamRecall: 73.423%  SpamPrec: 99.683%

##### 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: 170054  94.75%
# Correctly spam:     219790  50.38%
# False positives:      9422  5.25%
# False negatives:    216516  49.62%
# TCR(l=50): 0.634520  SpamRecall: 50.375%  SpamPrec: 95.889%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21329  94.63%
# Correctly spam:      27345  50.28%
# False positives:      1211  5.37%
# False negatives:     27044  49.72%
# TCR(l=50): 0.620922  SpamRecall: 50.277%  SpamPrec: 95.759%