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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 192114  15.347%  (97.628% of non-spam corpus)
# Correctly spam:     658645  52.616%  (62.430% of spam corpus)
# False positives:      4667  0.373%  (2.372% of nonspam, 725354 weighted)
# False negatives:    396365  31.664%  (37.570% of spam, 983229 weighted)
# Average score for spam:  6.1    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1251791  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23981  97.51%
# Correctly spam:      82268  62.46%
# False positives:       613  2.49%
# False negatives:     49435  37.54%
# TCR(l=50): 1.644540  SpamRecall: 62.465%  SpamPrec: 99.260%

##### 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: 192221  97.68%
# Correctly spam:     506943  48.05%
# False positives:      4560  2.32%
# False negatives:    548067  51.95%
# TCR(l=50): 1.359432  SpamRecall: 48.051%  SpamPrec: 99.109%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24032  97.71%
# Correctly spam:      63208  47.99%
# False positives:       562  2.29%
# False negatives:     68495  52.01%
# TCR(l=50): 1.363456  SpamRecall: 47.993%  SpamPrec: 99.119%