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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 225223  61.389%  (99.324% of non-spam corpus)
# Correctly spam:     114702  31.264%  (81.859% of spam corpus)
# False positives:      1533  0.418%  (0.676% of nonspam,  63529 weighted)
# False negatives:     25419  6.928%  (18.141% of spam,  54934 weighted)
# Average score for spam:  12.2    nonspam: -1.1
# Average for false-pos:   6.7  false-neg: 2.2
# TOTAL:              366877  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28187  99.29%
# Correctly spam:      14342  81.63%
# False positives:       202  0.71%
# False negatives:      3227  18.37%
# TCR(l=50): 1.318301  SpamRecall: 81.632%  SpamPrec: 98.611%

##### 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: 226043  99.69%
# Correctly spam:      74232  52.98%
# False positives:       713  0.31%
# False negatives:     65889  47.02%
# TCR(l=50): 1.379972  SpamRecall: 52.977%  SpamPrec: 99.049%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28311  99.73%
# Correctly spam:       9290  52.88%
# False positives:        78  0.27%
# False negatives:      8279  47.12%
# TCR(l=50): 1.442565  SpamRecall: 52.877%  SpamPrec: 99.167%