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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200989  53.711%  (96.903% of non-spam corpus)
# Correctly spam:      67586  18.061%  (40.521% of spam corpus)
# False positives:      6423  1.716%  (3.097% of nonspam, 154739 weighted)
# False negatives:     99205  26.511%  (59.479% of spam, 173889 weighted)
# Average score for spam:  5.1    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 1.8
# TOTAL:              374203  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25197  97.01%
# Correctly spam:       8473  40.34%
# False positives:       776  2.99%
# False negatives:     12532  59.66%
# TCR(l=50): 0.409199  SpamRecall: 40.338%  SpamPrec: 91.610%

##### 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: 201285  97.05%
# Correctly spam:      39797  23.86%
# False positives:      6127  2.95%
# False negatives:    126994  76.14%
# TCR(l=50): 0.384893  SpamRecall: 23.860%  SpamPrec: 86.658%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25260  97.25%
# Correctly spam:       5031  23.95%
# False positives:       713  2.75%
# False negatives:     15974  76.05%
# TCR(l=50): 0.406884  SpamRecall: 23.951%  SpamPrec: 87.587%