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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 278726  37.877%  (99.443% of non-spam corpus)
# Correctly spam:     404420  54.959%  (88.771% of spam corpus)
# False positives:      1560  0.212%  (0.557% of nonspam, 218629 weighted)
# False negatives:     51158  6.952%  (11.229% of spam, 110950 weighted)
# Average score for spam:  16.1    nonspam: -2.5
# Average for false-pos:   8.6  false-neg: 2.2
# TOTAL:              735864  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34889  99.50%
# Correctly spam:      50532  88.98%
# False positives:       175  0.50%
# False negatives:      6259  11.02%
# TCR(l=50): 3.783796  SpamRecall: 88.979%  SpamPrec: 99.655%

##### 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: 278479  99.36%
# Correctly spam:     316100  69.38%
# False positives:      1807  0.64%
# False negatives:    139478  30.62%
# TCR(l=50): 1.982256  SpamRecall: 69.384%  SpamPrec: 99.432%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34839  99.36%
# Correctly spam:      39593  69.72%
# False positives:       225  0.64%
# False negatives:     17198  30.28%
# TCR(l=50): 1.996309  SpamRecall: 69.717%  SpamPrec: 99.435%