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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123752  16.661%  (99.679% of non-spam corpus)
# Correctly spam:     392975  52.907%  (63.525% of spam corpus)
# False positives:       399  0.054%  (0.321% of nonspam, 121535 weighted)
# False negatives:    225644  30.379%  (36.475% of spam, 358242 weighted)
# Average score for spam:  16.2    nonspam: -0.7
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              742770  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15519  99.61%
# Correctly spam:      48895  63.28%
# False positives:        60  0.39%
# False negatives:     28367  36.72%
# TCR(l=50): 2.463162  SpamRecall: 63.285%  SpamPrec: 99.877%

##### 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: 123711  99.65%
# Correctly spam:     382826  61.88%
# False positives:       440  0.35%
# False negatives:    235793  38.12%
# TCR(l=50): 2.399673  SpamRecall: 61.884%  SpamPrec: 99.885%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15519  99.61%
# Correctly spam:      47585  61.59%
# False positives:        60  0.39%
# False negatives:     29677  38.41%
# TCR(l=50): 2.364415  SpamRecall: 61.589%  SpamPrec: 99.874%