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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 557378  68.566%  (99.911% of non-spam corpus)
# Correctly spam:     222661  27.391%  (87.305% of spam corpus)
# False positives:       495  0.061%  (0.089% of nonspam,  14402 weighted)
# False negatives:     32378  3.983%  (12.695% of spam,  56414 weighted)
# Average score for spam:  17.7    nonspam: -2.9
# Average for false-pos:   6.4  false-neg: 1.7
# TOTAL:              812912  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69519  99.76%
# Correctly spam:      27732  87.04%
# False positives:       167  0.24%
# False negatives:      4128  12.96%
# TCR(l=50): 2.553294  SpamRecall: 87.043%  SpamPrec: 99.401%

##### 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: 555940  99.65%
# Correctly spam:     164792  64.61%
# False positives:      1933  0.35%
# False negatives:     90247  35.39%
# TCR(l=50): 1.364597  SpamRecall: 64.614%  SpamPrec: 98.841%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69427  99.63%
# Correctly spam:      20562  64.54%
# False positives:       259  0.37%
# False negatives:     11298  35.46%
# TCR(l=50): 1.313923  SpamRecall: 64.539%  SpamPrec: 98.756%