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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 634246  42.526%  (99.548% of non-spam corpus)
# Correctly spam:     688179  46.143%  (80.556% of spam corpus)
# False positives:      2879  0.193%  (0.452% of nonspam, 111193 weighted)
# False negatives:    166112  11.138%  (19.444% of spam, 377785 weighted)
# Average score for spam:  11.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              1491416  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79146  99.53%
# Correctly spam:      85940  80.65%
# False positives:       370  0.47%
# False negatives:     20616  19.35%
# TCR(l=50): 2.724103  SpamRecall: 80.652%  SpamPrec: 99.571%

##### 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: 622254  97.67%
# Correctly spam:     363811  42.59%
# False positives:     14871  2.33%
# False negatives:    490480  57.41%
# TCR(l=50): 0.692277  SpamRecall: 42.586%  SpamPrec: 96.073%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77737  97.76%
# Correctly spam:      45463  42.67%
# False positives:      1779  2.24%
# False negatives:     61093  57.33%
# TCR(l=50): 0.710170  SpamRecall: 42.666%  SpamPrec: 96.234%