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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162080  31.876%  (94.239% of non-spam corpus)
# Correctly spam:     222282  43.716%  (66.061% of spam corpus)
# False positives:      9908  1.949%  (5.761% of nonspam, 596220 weighted)
# False negatives:    114196  22.459%  (33.939% of spam, 207666 weighted)
# Average score for spam:  6.6    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              508466  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20360  94.02%
# Correctly spam:      27801  66.28%
# False positives:      1295  5.98%
# False negatives:     14145  33.72%
# TCR(l=50): 0.531669  SpamRecall: 66.278%  SpamPrec: 95.549%

##### 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: 163048  94.80%
# Correctly spam:      61597  18.31%
# False positives:      8940  5.20%
# False negatives:    274881  81.69%
# TCR(l=50): 0.466113  SpamRecall: 18.306%  SpamPrec: 87.326%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20539  94.85%
# Correctly spam:       7585  18.08%
# False positives:      1116  5.15%
# False negatives:     34361  81.92%
# TCR(l=50): 0.465234  SpamRecall: 18.083%  SpamPrec: 87.174%