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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240586  30.358%  (95.652% of non-spam corpus)
# Correctly spam:     400402  50.524%  (74.016% of spam corpus)
# False positives:     10936  1.380%  (4.348% of nonspam, 678512 weighted)
# False negatives:    140568  17.737%  (25.984% of spam, 398360 weighted)
# Average score for spam:  9.4    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              792492  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29960  95.40%
# Correctly spam:      50291  74.44%
# False positives:      1445  4.60%
# False negatives:     17272  25.56%
# TCR(l=50): 0.754708  SpamRecall: 74.436%  SpamPrec: 97.207%

##### 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: 240121  95.47%
# Correctly spam:     209411  38.71%
# False positives:     11401  4.53%
# False negatives:    331559  61.29%
# TCR(l=50): 0.600005  SpamRecall: 38.710%  SpamPrec: 94.837%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29935  95.32%
# Correctly spam:      26243  38.84%
# False positives:      1470  4.68%
# False negatives:     41320  61.16%
# TCR(l=50): 0.588425  SpamRecall: 38.842%  SpamPrec: 94.696%