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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167734  52.932%  (97.500% of non-spam corpus)
# Correctly spam:      87685  27.671%  (60.535% of spam corpus)
# False positives:      4301  1.357%  (2.500% of nonspam, 108499 weighted)
# False negatives:     57166  18.040%  (39.465% of spam, 119104 weighted)
# Average score for spam:  8.5    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              316886  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21101  97.42%
# Correctly spam:      10916  60.08%
# False positives:       559  2.58%
# False negatives:      7253  39.92%
# TCR(l=50): 0.516121  SpamRecall: 60.080%  SpamPrec: 95.129%

##### 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: 168382  97.88%
# Correctly spam:      48520  33.50%
# False positives:      3653  2.12%
# False negatives:     96331  66.50%
# TCR(l=50): 0.519215  SpamRecall: 33.496%  SpamPrec: 92.998%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21213  97.94%
# Correctly spam:       6022  33.14%
# False positives:       447  2.06%
# False negatives:     12147  66.86%
# TCR(l=50): 0.526683  SpamRecall: 33.144%  SpamPrec: 93.090%