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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134286  13.059%  (98.304% of non-spam corpus)
# Correctly spam:     823515  80.088%  (92.357% of spam corpus)
# False positives:      2317  0.225%  (1.696% of nonspam, 497093 weighted)
# False negatives:     68147  6.627%  (7.643% of spam, 195915 weighted)
# Average score for spam:  13.1    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.9
# TOTAL:              1028265  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16831  98.34%
# Correctly spam:     103277  92.75%
# False positives:       284  1.66%
# False negatives:      8073  7.25%
# TCR(l=50): 4.999327  SpamRecall: 92.750%  SpamPrec: 99.726%

##### 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: 134692  98.60%
# Correctly spam:     308002  34.54%
# False positives:      1911  1.40%
# False negatives:    583660  65.46%
# TCR(l=50): 1.312793  SpamRecall: 34.542%  SpamPrec: 99.383%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16870  98.57%
# Correctly spam:      38458  34.54%
# False positives:       245  1.43%
# False negatives:     72892  65.46%
# TCR(l=50): 1.307815  SpamRecall: 34.538%  SpamPrec: 99.367%