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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 262846  33.309%  (99.453% of non-spam corpus)
# Correctly spam:     394712  50.020%  (75.209% of spam corpus)
# False positives:      1445  0.183%  (0.547% of nonspam,  87806 weighted)
# False negatives:    130109  16.488%  (24.791% of spam, 283073 weighted)
# Average score for spam:  10.1    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              789112  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32848  99.39%
# Correctly spam:      49292  75.23%
# False positives:       203  0.61%
# False negatives:     16234  24.77%
# TCR(l=50): 2.483551  SpamRecall: 75.225%  SpamPrec: 99.590%

##### 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: 254570  96.32%
# Correctly spam:     251121  47.85%
# False positives:      9721  3.68%
# False negatives:    273700  52.15%
# TCR(l=50): 0.690781  SpamRecall: 47.849%  SpamPrec: 96.273%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31869  96.42%
# Correctly spam:      31288  47.75%
# False positives:      1182  3.58%
# False negatives:     34238  52.25%
# TCR(l=50): 0.702029  SpamRecall: 47.749%  SpamPrec: 96.360%