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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 275008  24.091%  (95.825% of non-spam corpus)
# Correctly spam:     735490  64.431%  (86.070% of spam corpus)
# False positives:     11982  1.050%  (4.175% of nonspam, 1050473 weighted)
# False negatives:    119038  10.428%  (13.930% of spam, 307545 weighted)
# Average score for spam:  11.5    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              1141518  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34354  95.70%
# Correctly spam:      92037  86.35%
# False positives:      1542  4.30%
# False negatives:     14554  13.65%
# TCR(l=50): 1.162972  SpamRecall: 86.346%  SpamPrec: 98.352%

##### 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: 274838  95.77%
# Correctly spam:     539711  63.16%
# False positives:     12152  4.23%
# False negatives:    314817  36.84%
# TCR(l=50): 0.926401  SpamRecall: 63.159%  SpamPrec: 97.798%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34389  95.80%
# Correctly spam:      67461  63.29%
# False positives:      1507  4.20%
# False negatives:     39130  36.71%
# TCR(l=50): 0.931088  SpamRecall: 63.290%  SpamPrec: 97.815%