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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143632  23.355%  (97.962% of non-spam corpus)
# Correctly spam:      83525  13.581%  (17.833% of spam corpus)
# False positives:      2988  0.486%  (2.038% of nonspam, 288058 weighted)
# False negatives:    384847  62.578%  (82.167% of spam, 1049657 weighted)
# Average score for spam:  4.0    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              614992  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18007  97.86%
# Correctly spam:      10674  18.26%
# False positives:       394  2.14%
# False negatives:     47774  81.74%
# TCR(l=50): 0.866230  SpamRecall: 18.262%  SpamPrec: 96.440%

##### 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: 143006  97.54%
# Correctly spam:      48934  10.45%
# False positives:      3614  2.46%
# False negatives:    419438  89.55%
# TCR(l=50): 0.780440  SpamRecall: 10.448%  SpamPrec: 93.122%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17959  97.60%
# Correctly spam:       6203  10.61%
# False positives:       442  2.40%
# False negatives:     52245  89.39%
# TCR(l=50): 0.786173  SpamRecall: 10.613%  SpamPrec: 93.348%