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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 583731  49.660%  (99.604% of non-spam corpus)
# Correctly spam:     461616  39.271%  (78.319% of spam corpus)
# False positives:      2320  0.197%  (0.396% of nonspam,  68404 weighted)
# False negatives:    127787  10.871%  (21.681% of spam, 279707 weighted)
# Average score for spam:  13.3    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1175454  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72813  99.56%
# Correctly spam:      57701  78.39%
# False positives:       321  0.44%
# False negatives:     15906  21.61%
# TCR(l=50): 2.303386  SpamRecall: 78.391%  SpamPrec: 99.447%

##### 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: 572759  97.73%
# Correctly spam:     267352  45.36%
# False positives:     13292  2.27%
# False negatives:    322051  54.64%
# TCR(l=50): 0.597377  SpamRecall: 45.360%  SpamPrec: 95.264%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71512  97.78%
# Correctly spam:      33458  45.45%
# False positives:      1622  2.22%
# False negatives:     40149  54.55%
# TCR(l=50): 0.607073  SpamRecall: 45.455%  SpamPrec: 95.376%