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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 125901  28.972%  (98.926% of non-spam corpus)
# Correctly spam:     223221  51.366%  (72.640% of spam corpus)
# False positives:      1367  0.315%  (1.074% of nonspam, 212563 weighted)
# False negatives:     84078  19.348%  (27.360% of spam, 234121 weighted)
# Average score for spam:  10.4    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              434567  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15778  98.80%
# Correctly spam:      27793  72.52%
# False positives:       192  1.20%
# False negatives:     10533  27.48%
# TCR(l=50): 1.903641  SpamRecall: 72.517%  SpamPrec: 99.314%

##### 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: 126473  99.38%
# Correctly spam:     175150  57.00%
# False positives:       795  0.62%
# False negatives:    132149  43.00%
# TCR(l=50): 1.787672  SpamRecall: 56.997%  SpamPrec: 99.548%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15862  99.32%
# Correctly spam:      21722  56.68%
# False positives:       108  0.68%
# False negatives:     16604  43.32%
# TCR(l=50): 1.741774  SpamRecall: 56.677%  SpamPrec: 99.505%