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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180259  27.984%  (99.277% of non-spam corpus)
# Correctly spam:     370661  57.542%  (80.127% of spam corpus)
# False positives:      1312  0.204%  (0.723% of nonspam, 214446 weighted)
# False negatives:     91928  14.271%  (19.873% of spam, 247292 weighted)
# Average score for spam:  10.8    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              644160  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22636  99.28%
# Correctly spam:      46249  80.18%
# False positives:       165  0.72%
# False negatives:     11433  19.82%
# TCR(l=50): 2.930549  SpamRecall: 80.179%  SpamPrec: 99.645%

##### 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: 180613  99.47%
# Correctly spam:     226902  49.05%
# False positives:       958  0.53%
# False negatives:    235687  50.95%
# TCR(l=50): 1.631207  SpamRecall: 49.050%  SpamPrec: 99.580%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22684  99.49%
# Correctly spam:      28518  49.44%
# False positives:       117  0.51%
# False negatives:     29164  50.56%
# TCR(l=50): 1.647398  SpamRecall: 49.440%  SpamPrec: 99.591%