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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126353  45.426%  (97.856% of non-spam corpus)
# Correctly spam:      99601  35.809%  (66.834% of spam corpus)
# False positives:      2769  0.996%  (2.144% of nonspam,  94445 weighted)
# False negatives:     49426  17.770%  (33.166% of spam, 148880 weighted)
# Average score for spam:  8.1    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              278149  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15866  97.83%
# Correctly spam:      12511  66.91%
# False positives:       352  2.17%
# False negatives:      6187  33.09%
# TCR(l=50): 0.786060  SpamRecall: 66.911%  SpamPrec: 97.263%

##### 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: 125981  97.57%
# Correctly spam:      58057  38.96%
# False positives:      3141  2.43%
# False negatives:     90970  61.04%
# TCR(l=50): 0.600867  SpamRecall: 38.957%  SpamPrec: 94.867%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15844  97.69%
# Correctly spam:       7238  38.71%
# False positives:       374  2.31%
# False negatives:     11460  61.29%
# TCR(l=50): 0.619960  SpamRecall: 38.710%  SpamPrec: 95.087%