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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 215142  27.407%  (99.444% of non-spam corpus)
# Correctly spam:     452868  57.690%  (79.638% of spam corpus)
# False positives:      1202  0.153%  (0.556% of nonspam,  94867 weighted)
# False negatives:    115791  14.750%  (20.362% of spam, 204704 weighted)
# Average score for spam:  12.5    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 1.8
# TOTAL:              785003  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26967  99.47%
# Correctly spam:      56352  79.38%
# False positives:       145  0.53%
# False negatives:     14635  20.62%
# TCR(l=50): 3.243637  SpamRecall: 79.384%  SpamPrec: 99.743%

##### 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: 208861  96.54%
# Correctly spam:     285076  50.13%
# False positives:      7483  3.46%
# False negatives:    283583  49.87%
# TCR(l=50): 0.864574  SpamRecall: 50.131%  SpamPrec: 97.442%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26127  96.37%
# Correctly spam:      35467  49.96%
# False positives:       985  3.63%
# False negatives:     35520  50.04%
# TCR(l=50): 0.837407  SpamRecall: 49.963%  SpamPrec: 97.298%