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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171400  32.523%  (94.649% of non-spam corpus)
# Correctly spam:     222171  42.157%  (64.226% of spam corpus)
# False positives:      9691  1.839%  (5.351% of nonspam, 569677 weighted)
# False negatives:    123747  23.481%  (35.774% of spam, 319516 weighted)
# Average score for spam:  6.7    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              527009  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21481  94.46%
# Correctly spam:      27763  64.38%
# False positives:      1261  5.54%
# False negatives:     15360  35.62%
# TCR(l=50): 0.549968  SpamRecall: 64.381%  SpamPrec: 95.655%

##### 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: 172114  95.04%
# Correctly spam:      40203  11.62%
# False positives:      8977  4.96%
# False negatives:    305715  88.38%
# TCR(l=50): 0.458434  SpamRecall: 11.622%  SpamPrec: 81.747%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21600  94.98%
# Correctly spam:       5123  11.88%
# False positives:      1142  5.02%
# False negatives:     38000  88.12%
# TCR(l=50): 0.453449  SpamRecall: 11.880%  SpamPrec: 81.772%