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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 252066  25.579%  (95.520% of non-spam corpus)
# Correctly spam:     569555  57.796%  (78.934% of spam corpus)
# False positives:     11823  1.200%  (4.480% of nonspam, 942527 weighted)
# False negatives:    152005  15.425%  (21.066% of spam, 493327 weighted)
# Average score for spam:  10.1    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 3.2
# TOTAL:              985449  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31453  95.30%
# Correctly spam:      70979  78.88%
# False positives:      1551  4.70%
# False negatives:     19008  21.12%
# TCR(l=50): 0.931948  SpamRecall: 78.877%  SpamPrec: 97.862%

##### 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: 251639  95.36%
# Correctly spam:     423451  58.69%
# False positives:     12250  4.64%
# False negatives:    298109  41.31%
# TCR(l=50): 0.792393  SpamRecall: 58.685%  SpamPrec: 97.188%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31489  95.41%
# Correctly spam:      52602  58.46%
# False positives:      1515  4.59%
# False negatives:     37385  41.54%
# TCR(l=50): 0.795395  SpamRecall: 58.455%  SpamPrec: 97.201%