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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 480385  43.774%  (99.885% of non-spam corpus)
# Correctly spam:     512020  46.657%  (83.055% of spam corpus)
# False positives:       553  0.050%  (0.115% of nonspam,  48177 weighted)
# False negatives:    104466  9.519%  (16.945% of spam, 237329 weighted)
# Average score for spam:  12.7    nonspam: -2.2
# Average for false-pos:   6.8  false-neg: 2.3
# TOTAL:              1097424  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59974  99.91%
# Correctly spam:      64071  83.20%
# False positives:        53  0.09%
# False negatives:     12935  16.80%
# TCR(l=50): 4.941033  SpamRecall: 83.203%  SpamPrec: 99.917%

##### 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: 479087  99.62%
# Correctly spam:     425083  68.95%
# False positives:      1851  0.38%
# False negatives:    191403  31.05%
# TCR(l=50): 2.171085  SpamRecall: 68.953%  SpamPrec: 99.566%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59814  99.65%
# Correctly spam:      53246  69.15%
# False positives:       213  0.35%
# False negatives:     23760  30.85%
# TCR(l=50): 2.237896  SpamRecall: 69.145%  SpamPrec: 99.602%