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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 796299  47.393%  (99.479% of non-spam corpus)
# Correctly spam:     730626  43.484%  (83.051% of spam corpus)
# False positives:      4169  0.248%  (0.521% of nonspam, 130586 weighted)
# False negatives:    149106  8.874%  (16.949% of spam, 316161 weighted)
# Average score for spam:  9.1    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.1
# TOTAL:              1680200  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  99225  99.46%
# Correctly spam:      91278  83.12%
# False positives:       535  0.54%
# False negatives:     18542  16.88%
# TCR(l=50): 2.424711  SpamRecall: 83.116%  SpamPrec: 99.417%

##### 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: 783779  97.92%
# Correctly spam:     487811  55.45%
# False positives:     16689  2.08%
# False negatives:    391921  44.55%
# TCR(l=50): 0.717346  SpamRecall: 55.450%  SpamPrec: 96.692%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97619  97.85%
# Correctly spam:      60950  55.50%
# False positives:      2141  2.15%
# False negatives:     48870  44.50%
# TCR(l=50): 0.704336  SpamRecall: 55.500%  SpamPrec: 96.606%